Below is a list of books written with bookdown, including those published to bookdown.org (books without substantial content are excluded) and a few hosted on external servers. The books are ordered roughly by date. An asterisk * after a date indicates the date is unknown, which often means a date field is missing in the YAML metadata of the source document index.Rmd. The list of books is automatically generated. For more information (including how to add or remove your books on this page), please see the About page.

STM1001: Introduction to Machine Learning in R

2022-11-24

STM1001 Machine Learning (Data Science Stream) […] Welcome to the final content supplement for the Data Science stream of STM1001. Throughout the semester, as we cover different aspects of statistics and data science, supplementary documents such as this one will be used to enhance your learning experience. This document contains material to support your learning as you complete Computer Labs 9B, 10B and 11B of the Data Science stream. We recommend that you take a few minutes to browse the different sections in this document before Computer Lab 9B. We suggest that you aim to read through … Read more →

1

_main.knit

by lucy_jimenez_chem

2022-11-23
_main.knit

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Este es el sitio web para el libro digital Transformación Digital: experiencias colectivas publicado por Editorial Universidad Nacional de Colombia. Consulta el libro digital desde el portal del Repositorio Institucional - ... Read more →

2

Applied Biostats – BIOL3272 UMN – Fall 2022

by Yaniv Brandvain

2022-11-23

This is the textbook for applied biostats in fall of 2022 taught by yaniv brandvain […] In the summer of 2020, the world was on fire – COVID was raging, we – especially in Minnesota – were processing the murder of George Floyd and the subsequent uprising etc, the future was unclear. At that point teaching was likely to be entirely online, and I decided to write a digital book for my course see the first edition of my book here. I didn’t really know what I was doing or what my vision was (and to some extent I still do not). There were hiccups: some strangeness in rendering etc, typos, last … Read more →

3

Introduction to Statistics

by Dr. Lauren Cappiello

2022-11-23

Introduction to Statistics (Stat 1). These notes are based loosely on OpenInto Statistics (Diez, Cetinkaya-Rundel, and Barr) and Introductory Statisics (Weiss). […] What is statistics? There are two ways to think about this: As a field, Statistics provides tools for scientists, practitioners, and laypeople to better understand data. You may find yourself using knowledge from this course in a research lab, while reading a research report, or even while watching the news! Module Learning Objectives/Outcomes After completing Module 1, you will: This module’s outcomes correspond to course … Read more →

4

Pediatrik - en studieguide för ST-läkare

by Editor: Samuel Videholm

2022-11-23

Pediatrik - en studieguide för ST-läkare […] Målet med denna studieguide är: Att ge kunskaper i motsvarande socialstyrelsens målbeskrivning för ST i barn- och ungdomsmedicin. Att innehållet ska vara evidensbaserat och följa svensk praxis. Målet är inte att ersätta lokala eller nationella riktlinjer. Fel kan förekomma, i kliniken skall de ursprungliga källorna användas. För varje avsnitt har information i första hand hämtats från svenska källor. I vissa fall har även internationella/europeiska källor använts. Målet är att innehållet skall uppdateras när ny kunskap tillkommer eller efter … Read more →

5

Introduction to Data Science

by Hansjörg Neth

2022-11-23
Introduction to Data Science

This book provides a gentle introduction to data science for students of any discipline with little or no background in data analysis or computer programming. Based on notions of representation, measurement, and modeling, we examine key data types (e.g., logicals, numbers, text) and learn to clean, summarize, transform, and visualize (rectangular) data. By reflecting on the relations between representations, tasks, and tools, the course promotes data literacy and cultivates reproducible research practices that precede and enable practical uses of programming or statistics. This book is still being written and revised. It currently serves as a scaffold for a curriculum that will be filled with content as we go along. Read more →

6

Cross-Platform Journalism: News use, content, and effects

by Valerie Hase, LMU Munich

2022-11-23

Cross-Platform Journalism - B.A. Seminar at LMU Munich, Fall 2022/2023 […] This online tutorial will accompany the seminar “Cross-Platform Journalism: News use, content, and effects”. It is part of the undergraduate course “Communication Studies” (LMU, Department of Media and Communication). At the moment, the course is expected to take place via in-person meetings every Tuesday 08:00-10:00 am in room B109, Edmund-Rumpler-Strasse 13. Please note that this may change in light of COVID-19 developments. You will find all necessary information on the seminar’s structure, important dates and … Read more →

7

Human Factors

by Prof. Dr. Armin Eichinger

2022-11-23

Inhalte zu verschiedenen Teilbereichen des Themas Human Factors HTML output Format: bookdown::gitbook (_output.yml) [...] Auf den folgenden Seiten finden Sie Inhalte zum Thema Human Factors. Das Kapitel Wahrnehmung und Aufmerksamkeit kann im entsprechenden Abschnitt einer Vorlesung zur Allgemeinen Psychologie 1 eingesetzt ... Read more →

8

Atlas des chondrichtyens de France métropolitaine

by Pauline Stephan

2022-11-23

Ceci est un atlas. Où va ce texte ? … Read more →

9

Data cleaning for social scientists

by Felix Lennert

2022-11-23

Felix Lennert This is the script for a two-day workshop on data cleaning for the social sciences. I assume you are familiar with basic R concepts such as the different data types and how to index them, the general structure of the syntax, and how to make function calls. In the 21st century, social scientists are able to tap into wells of data that are deeper than ever before. Not only can we use more designed data, i.e., data that have been generated with the clear goal of performing research using them in mind, e.g., survey data, than ever. Also, the rise of the internet as a sensor for … Read more →

10

Reviewing Scientific Literature Seminar Workbook

by Edward Stanhope

2022-11-23

This is the seminar handbook for reviewing scientific literature that outlines the weekly tasks for each seminar […] This module aims to develop your knowledge and understanding of reviewing academic literature, including the searching for and identification of relevant articles from academic databases, navigating and extracting relevant information from journal articles, and formulating an academic discussion which syntheses the information gained from this process. These skills will prepare you for written assessments across your degree program and for life beyond university. The learning … Read more →

11

Geostatystyka w R

by Jakub Nowosad

2022-11-23

Introduction to geostatistics with R (in Polish). Skrypt ma na celu wprowadzenie do analiz przestrzennych (GIS) używająć języka programowania R, a następnie zastosowanie uzyskanej wiedzy do wykonania estymacji (interpolacji) oraz symulacji geostatystycznych. […] Masz przed sobą skrypt zawierający materiały do ćwiczeń z geostatystyki. Składa się ona z kilkunastu rozdziałów pokazujących jak: wygląda geostatystyczna analiza danych (rozdział 1), dodawać i wizualizować dane przestrzenne w R (rozdział 2), wykonywać wstępną eksplorację danych nieprzestrzennych (rozdział 3), wstępnie analizować dane … Read more →

12

CASA0005 Geographic Information Systems and Science

by Andy MacLachlan and Adam Dennett

2022-11-23

The CASA0005 Geographic Information Systems and Science practical book […] Hello and a warm welcome to the CASA0005 Geographic Information Systems and Science online practical handbook. The buzzword ‘Big data’ and associated roles of data scientists have become common additions to academia, industry and government organisations seeking to optimise workflows and base decisions on factual evidence (Donoho 2017; Li et al. 2016).In response, the demand for data scientists has significantly grown, with two major recruitment websites LinkedIn and Glassdoor reporting a respective 56% and 44% year … Read more →

13

R Development Guide

by R Contribution Working Group

2022-11-23

A guide to R development. … Read more →

14

R Graphics Cookbook, 2nd edition

by Winston Chang

2022-11-23
R Graphics Cookbook, 2nd edition

This cookbook contains more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works. […] Welcome to the R Graphics Cookbook, a practical guide that provides more than 150 recipes to help you generate high-quality graphs quickly, without having to comb through all the details of R’s graphing systems. Each recipe … Read more →

15

rOpenSci Packages: Development, Maintenance, and Peer Review

by rOpenSci software review editorial team (current and alumni): Brooke Anderson, Scott Chamberlain, Laura DeCicco, Julia Gustavsen, Jeff Hollister, Anna Krystalli, Mauro Lepore, Lincoln Mullen, Mark Padgham, Karthik Ram, Emily Riederer, Noam Ross, Maëlle Salmon, Adam Sparks, Melina Vidoni

2022-11-23
rOpenSci Packages: Development, Maintenance, and Peer Review

Extended version of the rOpenSci packaging guide. This book is a guide for authors, maintainers, reviewers and editors of rOpenSci. The first section of the book contains our guidelines for creating and testing R packages. The second section is dedicated to rOpenSci’s software peer review process: what it is, our policies, and specific guides for authors, editors and reviewers throughout the process. The third and last section features our best practice for nurturing your package once it has been onboarded: how to collaborate with other developers, how to document releases, how to promote your package and how to leverage GitHub as a development platform. The third section also features a chapter for anyone wishing to start contributing to rOpenSci packages. Read more →

16

2022 Introduction to Cognitive Modeling

by Chih-Chung Ting

2022-11-22

Welcome to the “code session”. In this website, we will use R to explore the concepts of cognitive modeling introduced in the first hour using R. [...] In this course, save your scripts in ~/Desktop/CM_course. To do so, - create a folder named CM_course on your desktop and check your current working directory via getwd() in R. - Copy (or type) the code below and paste in your Console window after the prompt >. - Press Enter to run the code. If the output is not ended with Desktop/CMcourse, you should use setwd() to change the working directory. Alternatively, specify your working ... Read more →

17

Crédibilité: théorie et applications avec R

by Jean-Philippe Boucher

2022-11-22
Crédibilité: théorie et applications avec R

Notes de cours du ACT5400-Crédibilité, du baccalauréat en actuariat, UQAM. […] Ce site contient les notes de cours pour le ACT5400 - Crédibilité, un cours obligatoire du baccalauréat en actuariat de l’UQAM. L’objectif de ces notes est de présenter la théorie de la crédibilité tout en utilisant le logiciel R pour mieux comprendre la théorie et pour des applications pratiques. Ces notes de cours ont été écrites en RMarkdown, plus particulièrement en RBookdown. Les notes de cours de la théorie de la crédibilité, développées depuis 2007, étaient précédemment écrites en TeX. La conversion des … Read more →

18

blogdown: Creating Websites with R Markdown

by Yihui Xie, Amber Thomas, Alison Presmanes Hill

2022-11-22
blogdown: Creating Websites with R Markdown

A guide to creating websites with R Markdown and the R package blogdown. […] A note from the authors: Some of the information and instructions in this book are now out of date because of changes to Hugo and the blogdown package. If you have suggestions for improving this book, please file an issue in our GitHub repository. Thanks for your patience while we work to update the book, and please stay tuned for the revised version! In the meantime, you can find an introduction to the changes and new features in the v1.0 release blog post and this “Up & running with blogdown in 2021” blog post. … Read more →

19

Interactions et modification d’effet en Epidémiologie

by CERPOP, INSERM, EQUITY Team

2022-11-22

Document de synthèse du GT “Interaction” En cours de rédaction [work in progress] The online version of this book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

20

Machine Learning and Neural Networks

by Dr. Hailiang Du

2022-11-22

These are the course notes for the Machine Learning and Neural Networks module (MATH3431) at Durham University. […] Welcome to the material for the first half of the Machine Learning and Neural Networks module (MATH3431) at Durham University. These pages consist of relevant lecture notes will be updated as the course progresses. I would recommend that you use the html version of these notes (they have been designed for use in this way), however, there is also a pdf version of these notes. In this first half of the module (Michaelmas Term), we will be focusing on “Machine Learning” rather … Read more →

21

Myocarditis Redcap wiki

by Charles Dolladille

2022-11-22

This is a reference book that describes the data structure and variables and the common data management schemes used for the analysis of the Myocarditis Redcap from Vanderbilt University. […] This is a reference document that describes the data structure and variables and the common data management schemes used for the analysis of the Myocarditis Redcap from Vanderbilt University. This document is intended as a cheatsheet, for fast and easy reminder of data structure and variable names, and how to use them. Cardiologist and data manager researchers from Drs Moslehi and Salem … Read more →

22

GEOG3915 GeoComputation and Spatial Analysis practicals

by Lex Comber

2022-11-22

This contains materials to support the University of Leeds GEOG3195 module, delivered by Lex Comber […] This is an on-line book written to support the practicals for the GEOG3915 GeoComputation and Spatial Analysis module, delivered by Lex Comber of the School of Geography, from the University of Leeds. It is based on An Introduction to Spatial Analysis and Mapping by Brunsdon and Comber (2018) (link here) which provides a foundation for spatial data handling, GIS-related operations and spatial analysis in R. The chapters in this book contain a individual Practical with a discrete set of … Read more →

23

Advanced Statistical Modelling

by Dr. S. Jackson

2022-11-22

These are the course notes for the Machine Learning module of Durham University’s Masters of Data Science course. […] Welcome to the material for the first term of the module Advanced Statistical Modelling MATH3411 at Durham University. These pages will update as the course progresses, consisting of relevant lecture notes, practical demonstrations (in R), exercise sheets and practical sessions. I would recommend that you use the html version of these notes (they have been designed for use in this way), however, there is also a pdf version of these notes, which will also be updated as the … Read more →

24

摸鱼日记

by wym

2022-11-22

读报 … Read more →

25

STM1001: Foundational Biology for Analyses of Biological Data

2022-11-22

STM1001 Biology (Science/Health/Data Science Streams) […] Welcome to another content supplement for the Science, Health and Data Science streams of STM1001. Throughout the semester, as we cover different aspects of statistics and data science, supplementary documents such as this one will be used to enhance your learning experience. This document contains material to support your learning as you complete Computer Lab 8B of the Science, Health or Data Science streams. We recommend that you take a few minutes to browse the different sections in this document (just click on the sections in the … Read more →

26

R 语言数据分析实战

by 统计之都团队

2022-11-22
R 语言数据分析实战

统计之都团队 Book in early development. Planned release in 202X. 本书初稿是在 RStudio IDE 内使用 Quarto 编辑的,Quarto 是继R Markdown之后,一个新的开源的科学和技术发布系统,它基于 Pandoc支持输出多种格式的书稿,比如 HTML 网页、EPUB 电子书、DOCX 文档和 PDF 便携式文档等。Quarto 吸收了过去 10 年 R Markdown 取得的经验和教训,在书籍写作、创建博客、制作简历和幻灯片等系列场景中支持更加统一的使用语法,一份源文档输出多种格式,使文档内容在不同场景中的迁移成本更低。了解更多 Quarto 特性,请访问 https://quarto.org/。 书中的代码字体采用美观的 Source Code Pro 字体, … Read more →

27

STM1001: Data Visualisation in R

2022-11-22

STM1001 Data Visualisation (Data Science Stream) […] Welcome to the first content supplement for the Data Science stream of STM1001. Throughout the semester, as we cover different aspects of data science, supplementary documents such as this one will be used to enhance your learning experience. This document contains support material to support your learning as you complete Computer Labs 2B, 3B and 4B of the Data Science stream. We recommend that you take a few minutes to browse the different sections in this document (just click on the sections in the menu bar to your left). You don’t need … Read more →

28

HTTP testing in R

by Scott Chamberlain, Maëlle Salmon

2022-11-22

Best practice and tips for testing packages interfacing web resources. […] Are you working on an R package accessing resources on the web, be it a cat facts API, a scientific data source or your system for Customer relationship management? As with all other packages, appropriate unit testing can make your code more robust. The unit testing of a package interacting with web resources, however, brings special challenges: dependence of tests on a good internet connection, testing in the absence of authentication secrets, etc. Having tests fail due to resources being down or slow, during development … Read more →

29

Psihologija odgoja i obrazovanja

by Goran Kardum

2022-11-21

Skripta predavanja iz kolegija Psihologija odgoja i obrazovanja […] Ovaj tekst predstavlja vodič za studente na kolegiju Psihologija odgoja i obrazovanja. Sadržaj ove skripte objedinjuje različite izvore i dostupne materijale koji objedinjuju područja opće psihologije, razvojne psihologije te psihologije obrazovanja. Uz navedena područja psihologije, uključuje i druga interdisciplinarna područja, poput neuroznanosti. Konačno, pri kraju je i poglavlje koje nosi naziv Katalog znanja gdje su pojmovi koji su obrađeni na nastavi a služe studentima za pripremu kolokvija i ispita. (tekst nije … Read more →

30

Simulation Models of Cultural Evolution in R

by Alex Mesoudi

2022-11-21

This tutorial shows how to create very simple simulation or agent-based models of cultural evolution in R [...] This tutorial shows how to create very simple simulation or agent-based models of cultural evolution in R (R Core Team 2021). Currently these are: Each model is contained in a separate RMarkdown (Rmd) file. You can either (i) download each of these Rmd files from https://github.com/amesoudi/cultural_evolution_ABM_tutorial then open them in RStudio or another IDE, executing the code as you read the explanatory text, or (ii) read the online version of the tutorial at ... Read more →

31

Introduction to Regression Methods for Public Health Using R

by Ramzi W. Nahhas

2022-11-21

An introduction to regression methods using R with examples from public health datasets and accessible to students without a background in mathematical statistics. […] This is a FIRST DRAFT and is not yet peer reviewed. The goal is publication as a printed version (through CRC Press) with the online version remaining freely available. I am hopeful the review and editing will be complete by the end of 2023. Status If you have any comments or suggestions, feel free to contact me at ramzi.nahhas@wright.edu. Thank you! This text is suitable as a second biostatistics course for Master of Public … Read more →

32

Introductory statistics skills pack

by Glenna Nightingale

2022-11-21

This book provides basic material for students seeking to learn statistics in an R environment, […] This skills pack introduces statistical concepts to beginners within the framework of R. Examples of analyses and R code are provided as … Read more →

33

Statystyka 2 - skrypt

by Błażej Kochański

2022-11-21

Statystyka 2 - skrypt […] Ten skrypt został przygotowany na zajęcia Statystyka matematyczna prowadzone przez Błażeja Kochańskiego na Politechnice Gdańskiej. Został o stworzony za pomocą pakietu bookdown będącego częścią środowiska statystycznego R. Warunki zaliczenia i inne kwestie organizacyjne zostaną omówione na pierwszych zajęciach oraz zamieszczone na stronie kursu w serwisie … Read more →

34

R Interest Group

by Tyler R. Pritchard

2022-11-21

This is a brief overview of our group’s content. […] This brief document will outline the ongoing topics in our Psychology Department R Interest Group. It can be used for those who missed a week or who are considering joining. … Read more →

35

Biology for environmental management pocketguide

by cjlortie

2022-11-20

This a brief overview of how to use biology for inform decision making for environmental grand challenges we face globally. […] Welcome to biology for environmental management. The goal of this course is to examine global grand challenges that we face through the lens of solutions from science. Science can be magical because it provides us with incredible outcomes in so many domains of the human endeavour. Here, we work to find the magic spells from science for the environment to promote the well-being of people and the planet. There is an opportunity for us to mobilize science to do social … Read more →

36

A Minimal Book Example

by John Doe

2022-11-20

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

37

2022年度:データサイエンス 第3回

by 酒井 優行

2022-11-20

2022年度:データサイエンス 第3回 […] … Read more →

38

Experimental design

by cjlortie

2022-11-20

The sandbox is a perfect metaphor because there is no perfect experiment - we can do better experiments! […] Experiments shape the human experience. Experiments are a critical component of all living natural systems encompassing evolution to community dynamics. Experiments in science are creative, iterative, & source critical thinking. We naturally experiment in art, science, and life. Here, we hone these skills through principles and practice. The principles are here, and the practice is in the form a lab manual entitled Designcraft for experiments. If you are electing to engage with this … Read more →

39

R for marketing students

by Samuel Franssens

2022-11-19

R tutorial for marketing students […] In this tutorial, we will explore R as a tool to analyse and visualise data. R is a statistical programming language that has rapidly gained popularity in many scientific fields. The main difference between R and other statistical software like SPSS is that R has no graphical user interface. There are no buttons to click. R is run entirely by typing commands into a text interface. This may seem daunting, but hopefully by the end of this tutorial you will see how R can help you to do better statistical analysis. So why are we using R and not one of the … Read more →

40

Data Analytics Coding Fundamentals

by Martin Monkman

2022-11-19
Data Analytics Coding Fundamentals

The course book for BIDA302 […] Latest update: 2022-11-19 This book is based on the lessons for BIDA302, “Data Analytics Coding Fundamentals”, offered at the University of Victoria’s Continuing Studies Department. From UVic Continuing Studies website This course will explore the fundamentals of coding and scripting for Data Analytics. You will develop the ability to script and code for basic tasks in Data Analytics in common data analytic tools such as R, Python, and Excel. This will allow you to import and export data appropriately and perform fundamental data manipulations and to automate … Read more →

41

2022年度:データサイエンス 講義概要

by 酒井 優行

2022-11-19

2022年度:データサイエンス 講義概要 […] 本ページは2022年度のデータサイエンス講義の概要を説明するものです. … Read more →

42

edav.info, 2nd edition

by Joyce Robbins

2022-11-19

Supplemental resources for GR5293 and GR5702 […] This is the brand new start of edav.info 2.0! The first version of edav.info is still available, but will no longer be updated. With this resource, we try to give you a curated collection of tools and references that will make it easier to learn how to work with data in R. Detailed Examples will also be used to show proper exploratory data analysis under different circumstances. This resource is specifically tailored to the GR5293 Statistical Graphics and GR5702 Exploratory Data Analysis and Visualization courses offered at Columbia … Read more →

43

Kenai River Thermal Imagery

by Benjamin Meyer (ben@kenaiwatershed.org)

2022-11-18

This document contains describes several data management and analysis tasks related to the Kenai River Thermal Imagery project. […] This document contains data and analysis related to the Kenai River Thermal Imagery project. This work is a collaborative effort between three Kenai Peninsula Nonprofits: Cook Inletkeeper, Kachemak Bay Heritage Land Trust, and Kenai Watershed Forum.It is funded by the Alaska Sustainable Salmon Fund (project #53003). A two-page project summary titled, “Science Based Land Conservation: Cold Water Stepping Stones” is outlined below. A full size version of this … Read more →

44

Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition)

2022-11-18
Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition)

Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition) […] This book is a modified version of the work below: Zieffler, A., & Catalysts for Change. (2019). Statistical Thinking: A simulation approach to uncertainty (4.2th ed.). Minneapolis, MN: Catalyst Press. http://zief0002.github.io/statistical-thinking/ This work is licensed under a Creative Commons Attribution 4.0 International License. You are free to share, remix, and make commercial use of the work under the condition that you provide proper attribution. To reference this work, use: The work to … Read more →

45

Stat 331 Notes: Fall 2022

by Laurie Tupper

2022-11-18

Notes and course info for Stat 331 […] These notes are divided into three sections: This document isn’t designed to be read through in order – hence all the hyperlinks. Use the sidebar to navigate to what you need (you can also bookmark specific locations in your browser), and feel free to ask (or start a discussion thread!) if you can’t find something. Happy … Read more →

46

Pravdepodobnosť a štatistika 2

by Lukáš Lafférs

2022-11-18

Toto sú poznámky pre študentov a študentky matematiky Fakulty Prírodných Vied Univerzity Mateja Bela v Banskej Bystrici. […] [NEDOKONČENÝ TEXT - tento text budem priebežne upravovať a budem veľmi rád za akúkoľvek spätnú väzbu. Preklepy, logické chyby, nejasnosti. Ďakujem!] Tento kurz má ambíciu priblížiť pravdepodobnosť a štatistiku praktickým spôsobom. A teda najmä s použitím softvéru. Študenti by mali byť familiárni s nasledujúcimi pojmami: K týmto pojmom sa budeme vracať a budeme ich hlbšie spoznávať s použitím softvéru R. Ak si ich potrebujete osviežiť, môžete tak urobiť napríklad na … Read more →

47

Modele rynku kapitałowego

by Błażej Kochański

2022-11-18

Skrypt przedmiotu Modele rynku kapitałowego 2022 […] Zaczątek skryptu dla przedmiotu Modele rynku kapitałowego. Skrypt będzie w najbliższym czasie podlegał ciągłym zmianom… Model - uproszczenie rzeczywistości, często w formie matematycznej. Rynek kapitałowy (https://pl.wikipedia.org/wiki/Rynek_kapita%C5%82owy) - kupno i sprzedaż akcji i obligacji, głównie poprzez giełdy. (\mathcal{R}_t) – stopa zwrotu brutto w okresie rozpoczynającym się w momencie (t-1), a kończącym w momencie (t) (w skrócie: w okresie (t)) (R_t) – prosta jednookresowa stopa zwrotu netto w okresie (t) (r_t) – … Read more →

48

2022年度:データサイエンス 課題

by 酒井 優行

2022-11-18

2022年度:データサイエンス 課題 […] 講義概要に記載の通り,成績評価にあたり各回の課題の点数が成績に考慮されます. 課題の提出については以下に従ってください. 必ず が明確にわかるように記載してください.いずれかに不備があった場合は減点対象とします. 提出期限は翌講義日の開始までとします. Teams上で提出とします.プログラミング課題については,RStudioのnotebookファイル,計算問題については画像形式(JPGやPDFなど)で添付してください. … Read more →

49

Supervised Machine Learning

by Michael Foley

2022-11-18

These are my personal notes related to supervised machine learning techniques. […] Machine learning (ML) develops algorithms to identify patterns in data (unsupervised ML) or make predictions and inferences (supervised ML). Supervised ML trains the machine to learn from prior examples to predict either a categorical outcome (classification) or a numeric outcome (regression), or to infer the relationships between the outcome and its explanatory variables. Two early forms of supervised ML are linear regression (OLS) and generalized linear models (GLM) (Poisson and logistic regression). These … Read more →

50

The Derivatives Academy

by Maxime de Bellefroid

2022-11-18

This book aims at sharing knowledge about Equity Derivatives. It has been written within a pedagogical approach alongside the development of an exotic options pricer. The goal is to allow the reader/user to hone his theoretical and practical skills to be able to secure junior position in the Derivatives field. […] This material aims at serving the Equity Derivatives community by sharing knowledge and thoughts about differents topics in this field. More specifically, it aims at providing graduates with semi-practical knowledge through the use of a derivatives pricer that I developped for … Read more →

51

Behavior Analysis with Machine Learning Using R

by Enrique Garcia Ceja

2022-11-18
Behavior Analysis with Machine Learning Using R

Behavior Analysis with Machine Learning Using R teaches you how to train machine learning models in the R programming language to make sense of behavioral data collected with sensors and stored in electronic records. This book introduces machine learning concepts and algorithms applied to a diverse set of behavior analysis problems by focusing on practical aspects. Some of the topics include how to: Build supervised models to predict indoor locations based on Wi-Fi signals, recognize physical activities from smartphone sensors, use unsupervised learning to discover criminal behavioral patterns, build deep learning models to analyze electromyography signals, CNNs to detect smiles in images and much more. Read more →

52

Policy Taxonomy Paper

by CE-Hub Working Paper

2022-11-17

This is a policy working paper. […] The purpose of this document is to help provide a common terminology which can help describe and analyse the UK circular economy governance landscape and in doing so, better understand and guide discussion around barriers, entry points and opportunities to drive change. Here, we set out taxonomical components relating to: Actors involved in the landscape; and How they exert influence. It is possible to co-author this paper. If you would like to make edits, these can either be sent via email, or access requested to the paper’s GitHub repository … Read more →

53

Exploring primary care health in Bristol, North Somerset, and South Gloucestershire

by Dr. Philip Gladwin

2022-11-17
Exploring primary care health in Bristol, North Somerset, and South Gloucestershire

Dr. Philip Gladwin We explore the primary care health of patients in Bristol, North somerset, and South … Read more →

54

Notes for Predictive Modeling

by Eduardo García-Portugués

2022-11-17
Notes for Predictive Modeling

Notes for Predictive Modeling. MSc in Big Data Analytics. Carlos III University of Madrid. [...] Welcome to the notes for Predictive Modeling. The course is part of the MSc in Big Data Analytics from Carlos III University of Madrid. The course is designed to have, roughly, one session per main topic in the syllabus. The schedule is tight due to time constraints, which will inevitably make the treatment of certain methods somehow superficial. Nevertheless, the course will hopefully give you a respectable panoramic view of different available statistical methods for predictive modeling. ... Read more →

55

US Foreign Policy

by Yuleng Zeng

2022-11-17

This is a graduate-level seminar on US foreign policy. I started teaching this course at the University of Salzburg in 2020. The intention of maintaining this website is to facilitate my teaching and to keep track of the resources. Feel free to use this website for education purposes. If you see any errors or have suggestions, please do let me know. The syllabus of this class can be downloaded here: US foreign policy. Please right click on the link and download or open it in a new tab. Here you can find the slides for each … Read more →

56

Introduction to International Relations

by Yuleng Zeng

2022-11-17

This is an undergraduate-level seminar on international relations. I started teaching this course at the University of Salzburg in 2022. The intention of maintaining this website is to facilitate my teaching and to keep track of the resources. Feel free to use this website for education purposes. If you see any errors or have suggestions, please do let me know (contact me). The syllabus of this class can be downloaded here: IntroIR. Please right click on the link and download or open it in a new tab. I will post the slides of each week … Read more →

57

Disciplina - BiG Data & Analytics

by Eder M Barbosa - Matricula 42990 - Turma T04

2022-11-17

Caderno de Exercicios que utiliza tecnicas de analise de dados.! Prof(a). Dra. Olga Satomi Yoshida Monitoria: Prof. Leonardo 1.1 Calcule as seguintes expressoes em R: 2.1 Multiplique a sua idade por meses e salve o resultado em um objeto chamado idade_em_meses. 2.1 - Em seguida, multiplique esse objeto por 30 e salve o resultado em um objeto chamado idade_em_dias. 5.1 - Escreva um código que devolva apenas valores positivos do vetor numeros. 5.2. - Escreva um código que de volta apenas os valores pares do vetor numeros. 5.3 - Filtre o vetor para que retorne apenas aqueles valores que, quando … Read more →

58

Marketing Research

by Mike Nguyen

2022-11-17
Marketing Research

Placeholder for interesting knowledge in marketing […] No prerequisites required to read this … Read more →

59

Speaking: The free book (chapter)

by Vitória Piai

2022-11-16

Speaking, the free book chapter, was conceived by V. Piai […] This book chapter emerged from my frustration with finding appropriate introductory materials on the (neuro)psychology of language production. Existing resources are not accessible, in my opinion. Peer-reviewed articles are not introductory enough, which makes them hard to use for teaching at the Bachelor’s level or for initiating students on the topic more generally. Books, including handbooks, besides being very expensive, are too big; instead of getting an introduction to the topic, you get an entire book on the topic, so you … Read more →

60

Indigenous Languages of Latin America

by Ann Garbett

2022-11-16

Project looking at populations that speak indigenous languages […] Exploration of populations in Latin America that speak indigenous languages as well as their literacy … Read more →

61

g-2

by Marco Garofalo

2022-11-16

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = ... Read more →

62

The theory of distributions

by Peter K. Dunn

2022-11-16

An introduction to mathematical statistics, and the theory of distributions. […] This book is an introduction to the theory of statistical probability and distributions. This book can be read without relying on any specific statistical software, though sometimes R code1 is included to demonstrate ideas. The icons used in this book have meanings; for example: These chunks introduce the objectives for the chapters of the book. These chunks highlight common mistakes or warnings, about a particular concept or about using a formula. These chunks offer helpful information. These chunks refer to … Read more →

63

Geocomputation with R

by Robin Lovelace, Jakub Nowosad, Jannes Muenchow

2022-11-16
Geocomputation with R

Welcome | Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. Read more →

64

Caderno de exercícos Mestrado de computação aplicada

by Anderson dos Santos

2022-11-15

Caderno de exercício Big Data […] Autor: Anderson dos Santos Prof: Olga Satomi … Read more →

65

PS 811 Website

by Blake Reynolds

2022-11-15

This is the course website for the fall 2022 PS 811 Class […] This is the class website for PS-811 for the 2022 fall semester. PS 811 is a one-credit hour, pass/fail course taught to incoming Ph.D. students in the political science department. This course will be taught remotely; however, RM 3218 in the Social Sciences building has been reserved if you would like to listen to lecture and work on the problem sets together in the room during the class time window. In modern political science, you will be required to perform or understand quantitative research. Often this research is conducted … Read more →

66

Education among Children of the Migrant Workers

by Dr. Josephine Anthony

2022-11-15

Dr. Josephine Anthony Every child has a right to have access to school and help themselves develop into better human beings and contribute to the society. The Govt. of India of India came up with the Right to Compulsory and Free Education Act in the year 2010, which ensures that children in the age group 6-14 years have universal access to free and compulsory education. However even after the Act was put into force, there were many challenges, which were being faced. The issue was not just about the primary school but from the starting point itself there is a huge challenge. The children who … Read more →

67

Disciplina BIG019 - BiG Data & Analytics

by Matricula 43350 - Marcos A. Alves - Turma T04

2022-11-15

Caderno de Exercicios […] Caderno de Exercicio do Aluno Marcos Alberto Alves, para o emprego das tecnicas de analise de dados da disciplina de Big Data & analytics do mestrando em Computação Aplicada no Instituto de Pesquisas Tecnológicas – IPT Prof. Dra. Olga Satomi Yoshida Monitoria: Leonardo 2.1 - Em seguida, multiplique esse objeto por 30 e salve o resultado em um objeto chamado idade_em_dias. 6.1 - Escreva um código que devolva apenas valores positivos do vetor numeros. 6.2. - Escreva um código que de volta apenas os valores pares do vetor numeros. 6.3 - Filtre o vetor para que retorne … Read more →

68

Disciplina BIG Data & Analytics

by Josias Oliveira Lima - Turma T04

2022-11-15

Caderno de Exercicios […] Cadernos de Exercícios da disciplina de Big Data & Analytics do mestrado em Computação Aplicada no Instituto de Pesquisas Tecnológicas – IPT Profa. Dra. Olga Satomi Yoshida Monitoria: Leonardo Larrubia 2.1 - Em seguida, multiplique esse objeto por 30 e salve o resultado em um objeto chamado idade_em_dias. 6.1 - Escreva um código que devolva apenas valores positivos do vetor numeros. 6.2. - Escreva um código que de volta apenas os valores pares do vetor numeros. 6.3 - Filtre o vetor para que retorne apenas aqueles valores que, quando elevados a 2, são menores do que … Read more →

69

Data Analysis in Medicine and Health using R

by Kamarul Imran, Wan Nor Arifin, Tengku Muhammad Hanis Tengku Mokhtar

2022-11-15

Data Analysis in Medicine and Health using R […] We wrote this book to help new R users who have limited programming and statistical background. The main audience for this book will be medical epidemiologists, public health researchers and analysts, and post-graduate students in public health and epidemiology. The book aims to help R users quickly make plots, explore and summarize data, and to perform regression analyses using the R programming language within the RStudio. We used Rmarkdown to write this book using the bookdown package and for that we are truly grateful to the people who … Read more →

70

Advances in Necessary Condition Analysis

by Jan Dul

2022-11-15

Necessary Condition Analysis (NCA) is an emerging research method that is based on necessity logic. If a condition is not present, the outcome will not exist. Other factors cannot compensate for its absence. This is different from common causal reasoning where factors produce the outcome and can be compensated. The book intends to support users, readers and reviewers of NCA to better understand the method. Read more →

71

R Programming for Psychometrics

by Susu Zhang

2022-11-15

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This ebook serves as a companion to the PSYC490 lab sessions. Chapters will be added and updated throughout the semester. Contributors: This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

72

Introduction to Environmental Data Science

by Jerry Davis, SFSU Institute for Geographic Information Science

2022-11-14

Background, methods and exercises for using R for environmental data science. The focus is on applying the R language and various libraries for data abstraction, transformation, data analysis, spatial data/mapping, statistical modeling, and time series, applied to environmental research. Applies exploratory data analysis methods and tidyverse approaches in R, and includes contributed chapters presenting research applications, with associated data and code packages. Read more →

73

Statistica Applicata per la Finanza - 2022/23

by Michela Cameletti

2022-11-14

Appunti di R per il corso di Statistica Applicata per la Finanza at UniBg […] State leggendo gli appunti dei laboratori di R del corso di Statistica Applicata per la Finanza (SAPF) tenuto all’Università di Bergamo (anno accademico 2022/23). R è un linguaggio di programmazione sviluppato specificatamente per l’analisi statistica e la rappresentazione grafica dei dati. I laboratori di R sono strutturati per studenti che non hanno uno specifico background in tema di programmazione. Sarà un percorso step-by-step al termine del quale ogni studente/essa avrà la conoscenza base di R per l’analisi … Read more →

74

Cooking After Retirement

by Bruce Cochrane

2022-11-14

A book created with bookdown. […] My adventures in the kitchen date back to my childhood, and I am actually thankful that neither my mother nor my father (Vince and Jean Cochrane) liked to cook, so they eagerly encouraged my childhood desire to explore. As an adult, my family - both my first wife, the late Barbara Leyden, and my second, Alice Kahn, provided encouragement and constructive criticism where necessary. Finally, my two sons, Steven and John Cochrane, are continuing the cooking tradition - Steven as a vegetarian and John as a budding pitmaster. This book is lovingly dedicated to … Read more →

75

Omic Sciences

by Guri Giaever

2022-11-14

Genetics and genomics are undergoing an unparalled revolution in terms of technical capabilities and their impact on human health. Similar advances are ocurring for studying all the proteins within a cell (proteomics) and in our ability to manage and analyze all of the resulting data. These increases in our understanding of biology and human health can create breakthroughs in disease treatment and brings the prospect of personalized medicine closer to practical reality. This course will, through the lens of Pharmaceutical Science, provide an introduction and review of the general principles of genomics and molecular biology. Students will then explore the key genomic technologies and computational approaches that are driving advances in prognostics, diagnostics and treatment. Students will learn how scientists sequence,assemble and analyze structure and function of genomes and explore methods for determining the heretibility of traits and diseases by studying the larger population. Students will also learn how advanced functional genomics techniques can be applied to help develop new therapeutic strategies against major diseases. Fingally, we will survey key related advances in mass spectrometry-based proteomics that are enabling rapied, highly-multiplexed characterization of protein function in health and disease. This course will give students a detailed understanding of how omics technologies and data processing methods can be harnessed for pharmaceutical research applications. Read more →

76

Survey Design and Analysis

by Michael Foley

2022-11-14

Survey design and analysis using R. […] This is a compilation of notes from my study of survey design and analysis. I completed Data Camp courses Survey and Measurement Development in R (Mount, n.d.) and Analyzing Survey Data in R (McConville, n.d.), then moved on to Thomas Lumley’s Complex Surveys: a guide to analysis using R (Lumley 2010). The following resources are also helpful. Only simple random sample survey designs can be analyzed with with normal statistical test functions - complex survey designs require special treatment. The survey package (Lumley 2021) handles both simple and … Read more →

77

tidy[ing] up POL345

by John Kim

2022-11-13

A guide to the tidyverse for POL345 Students. […] POL345 is often Princeton students’ first foray into the programming language R. Through POL345, students gain an introductory overview of R, and programming generally, to conduct basic data analysis on their own. However, many further courses (SML201, SOC306, POL346), along with industry users of R, use the tidyverse instead, a “language” within R to conduct clean, readable data analysis. This book seeks to bridge that gap, revisiting each of the POL345 handouts using the tidyverse to introduce students to this “language within a language”. … Read more →

78

Data Analysis with R

by Joseph Fox

2022-11-13

Data Analysis with R […] R is an open-source programming language that is popular among statisticians and data scientists. We’ll be using the software RStudio to write and run R code. There are two ways to access RStudio for free. You can choose either of the following options. Download R and RStudio to your own computer. If you choose this option, you’ll have to download the following: Access RStudio Cloud online. Visit https://rstudio.cloud/ and click “Get started for free.” You’ll be asked to create an account, and once you do, you’ll be able to access RStudio over the internet; no … Read more →

79

The R Researcher’s companion v. 0.01

by David Randahl

2022-11-13

This is an accompanying book for the R workshops for the Methods II and Methods II Advanced courses in the Master’s programme in peace and conflict studies at Uppsala University. […] Welcome to this draft online edition of The R Researcher’s companion. This is a project that has been in the works for a long time and is finally, hopefully, coming together. In this ‘book’ (really, it is just a collection lecture and workshop notes) my ambition is to convince you that R is not an obstacle to be overcome. Rather, I want to convince you that knowing R is a gateway to a fantastic new world of … Read more →

80

Statistical Inference

by Michael Foley

2022-11-13

Notes cobbled together from books, online classes, etc. to be used as quick reference for common work projects. […] These are notes from books, classes, tutorials, vignettes, etc. They contain mistakes, are poorly organized, and are sloppy on fundamentals. They should improve over time, but that’s all I can say for it. Use at your own risk. The focus of this handbook is statistical inference, including population estimates, group comparisons, and regression modeling. Not included here: probability, machine learning, text mining, survey analysis, or survival analysis. These subjects … Read more →

81

Geographic Data Science with R: Visualizing and Analyzing Environmental Change

by Michael C. Wimberly

2022-11-12

A book example for a Chapman & Hall book. […] We live in a time of unprecedented environmental change, driven by the effects of fossil fuels on the Earth’s climate and the expanding footprint of human land use. To mitigate and adapt to these changes, there is a need to understand their myriad impacts on human and natural systems. Achieving this goal requires geospatial data on a variety of environmental factors, including climate, vegetation, biodiversity, soils, terrain, water, and human populations. Consistent monitoring is also necessary to identify where changes are occuring and … Read more →

82

Visualización de datos y dashboarding en R

by Atila Orlov (Tlachinolli)

2022-11-12

Este libro contiene el material de estudio para el curso “Visualización de datos y dashboarding en R” para Profesores de … Read more →

83

Matemáticas I-II CEU, Grupo de Excelencia

by Jorge Herrera de la Cruz

2022-11-12

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Estas son unas notas de clase escritas en Markdown para la docencia de Matemáticas I en el grupo de Excelencia del CEU ¡Disfrútalas y, si encuentras algún error, escríbeme a jorge.herrera1@ceu.es ! You can render the HTML version of this example book without changing anything: Find the Build pane in the RStudio IDE, and Click on Build Book, then select your output format, or select “All formats” if you’d like to use ... Read more →

84

Disciplina BIG019 - BiG Data & Analytics

by Eder Mauricio Barbosa

2022-11-12

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Caderno de Exercicio do Aluno Eder Mauricio Barbosa, para o emprego das tecnicas de analise de dados da disciplina de Big Data & analytics do Mestrando em Computação Aplicada no Instituto de Pesquisas Tecnológicas – IPT Prof. Dra. Olga Satomi Yoshida Monitoria: ... Read more →

85

Notes on Sea Kayak Navigation and Tidal Planning

by Rich Bown

2022-11-12

Notes on sea kayak navigation and tidal planning […] Sea kayaking is a uniquely varied sport. It offers a diverse set of rewards, from observing wildlife from a unique perspective on a still morning to surfing huge tiderace waves. It also presents a diverse set of challenges to the learner - from developing physical endurance to understanding the maths and geometry of navigation. Like most things, the skills of sea kayaking are honed through practice. Getting out paddling, initially with others who have more experience, is the way to improve. However, ultimately most paddlers will want to … Read more →

86

Advanced R Exercises

by Indrajeet Patil

2022-11-12
Advanced R Exercises

Solutions to exercises in Hadley Wickham’s Advanced R (2nd edition) book. […] This book provides solutions to exercises from Hadley Wickham’s Advanced R (2nd edition) book. I started working on this book as part of my process to learn by solving each of the book’s exercises. While comparing solutions to the official solutions manual, I realized that some solutions took different approaches or were at least explained differently. I’m sharing these solutions in case others might find another perspective or explanation than the official solution manual helpful for building understanding. … Read more →

87

Interpretable Machine Learning

by Christoph Molnar

2022-11-12

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable. […] Machine learning has great potential for improving products, processes and research. But computers usually do not explain their predictions which is a barrier to the adoption of machine learning. This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as … Read more →

88

Kenai Peninsula Chapter of Trout Unlimited Embrace-a-Stream Project: Expanding Knowledge of Fish Habitat in Alaska’s Kenai Peninsula

by Benjamin Meyer, Kenai Watershed Forum (ben@kenaiwatershed.org)

2022-11-11

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] The Kenai Peninsula’s watersheds are significant producers of Pacific salmon. Critical to Alaska’s economic and cultural wellbeing, these salmon support fisheries both inland and throughout Cook Inlet. The Kenai Peninsula Chapter of Trout Unlimited1 (KPTU) in collaboration with Kenai Watershed Forum2 (KWF) are documenting habitat for salmonid spawning, rearing, and migration in order to increase the known water bodies recognized in the Alaska Department of … Read more →

89

R for Non-Programmers: A Guide for Social Scientists

by Daniel Dauber

2022-11-11
R for Non-Programmers: A Guide for Social Scientists

This book is a springboard into the world of R without having to become a full-fledged programmer or possess abundant knowledge in other programming languages. This book guides you through the most common challenges in empirical research in the Social Sciences and offers practical and efficient solutions. Each chapter is dedicated to a common task we have to achieve to answer our research questions. In addition, it provides plenty of exercises and in-depth case studies based on actual data. Read more →

90

R Cookbook in Food Science

by Zhijun Wang

2022-11-11

This is Rmarkdown for R cookbook in food science, code works for data anslysis using R. […] The book aims to provide a basic overview of data science for statistical analysis in Food Science. This book is intended to save students and young scientists from confusions as a starter in data science application. With the development of food science, this major has became a comprehensive discipline including analytical chemistry, biochemistry, nutrition and even basic medicine. The large amount of data greatly increases the difficulty of data analysis and visualization. Many universities and … Read more →

91

Doing Meta-Analysis in R

by Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert

2022-11-11
Doing Meta-Analysis in R

This is a guide on how to conduct Meta-Analyses in R. (Japanese version) […] オンライン版の R によるメタ分析:ハンズオンへようこそ。 本書は、 R でメタ分析を行う方法について、わかりやすく紹介するガイドラインである。メタ分析の基本的な手順として、アウトカム指標のプール、フォレストプロット、異質性診断、サブグループ解析、メタ回帰、出版バイアスの制御方法、バイアスリスク評価、プロットツールなどを網羅している。 また、ネットワークメタ分析、マルチレベル(3レベル)メタ分析、ベイズメタ分析アプローチ、SEM メタ分析といった高度でありながら関連性の高いトピックも取り上げる。 本書で扱うプログラミングや統計的背景は、専門家でなくても理解できる … Read more →

92

Reproducible Medical Research with R

by Peter D.R. Higgins, MD, PhD, MSc

2022-11-10

This book is for anyone in the medical field interested in learning R to analyze available health data. […] Welcome to Reproducible Medical Research with R (RMRWR). I hope that this book is helpful to you. This is a book for anyone in the medical field interested in analyzing the data available to them to better understand health, disease, or the delivery of care. This could include nurses, dieticians, psychologists, and PhDs in related fields, as well as medical students, residents, fellows, or doctors in practice. I expect that most learners will be using this book in their spare time at … Read more →

93

Designcraft for experiments

by cjlortie

2022-11-10

This is a set of practical exercises for experimental design. […] Welcome to experimental design. There are two sets of three exercises provided to explore principles for better experiments. This is a simple book to support the practical, at-home learning associated with experimental design. The text ‘Experimental Design for the Life Sciences’ underpins the design principles (Ruxton and Colgrave. 2018). Life is an experiment. Individually and collectively. We experiment everyday. This is an opportunity to formalize some of those processes and make the learning from experimental design … Read more →

94

R en Ciències Socials

by Jordi Mas Elias

2022-11-10

Aquest llibre té com a principal objectiu l’ensenyament d’R en línia als estudiants de Ciència Política, Relacions Internacionals i Sociologia. […] Aquest llibre té com a principal objectiu l’ensenyament d’R en línia a estudiants de Ciències Socials, particularment de Ciència Política, Relacions Internacionals i Sociologia. Bona part del que es mostra en aquests mòduls es basa en l’experiència de diversos semestres de docència a la Universitat Oberta de Catalunya. Això vol dir que bona part del que s’ensenya aquí és fruit de les contribucions de desenes d’estudiants, que amb les seves … Read more →

95

_main.knit

by genproresearch

2022-11-10

Genpro aims to simplify & accelerate our client’s research, achieving their goals by providing knowledge-driven innovative solutions with the highest quality products and services. We are medics, statisticians, programmers, technologists, and medical writers aspiring to provide our best services in the industry. This catalogue is the go-to-spot for our statisticians, programmers, data analysts to ensure a holistic and navigable view of the organization’s data spread across various sources and … Read more →

96

R Table & Plot Gallery

by Hao Sun

2022-11-10

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This bookdown includes some interesting table and figure examples. It can be used as a manual of ggplot2, DT, ... Read more →

97

Tarification avancée: théorie et applications en R

by Jean-Philippe Boucher

2022-11-09

Notes de cours du MAT998H; Séminaire en mathématiques, de la maitrise et du doctorat en mathématiques, UQAM. […] Ce site contient les notes de cours pour le seminaire MAT998H, à l’automne 2022. L’objectif de ces notes est de présenter certains modèles de tarification, tout en utilisant le logiciel R pour mieux comprendre la théorie et pour des applications pratiques. Ces notes de cours ont été écrites en RMarkdown, plus particulièrement en … Read more →

98

Publicando um e-book com o bookdown

by João B. Tolentino Jr.

2022-11-09
Publicando um e-book com o bookdown

Este material destina-se a explicar a publicação de um e-book com o pacote bookdown no formato gitbook […] O pacote bookdown, de autoria de Yihui Xie, combina a simplicidade da linguagem R Markdown com as funcionalidades do (Pandoc)[https://pandoc.org/]. Segundo o autor, sua utilização é adequada para escrever livros, artigos longos ou informes, sendo as principais funcionalidades: E tudo isso com um visual, no mínimo, agradável. O principal estilo é o GitBook. O pacote bookdown pode ser instalado do CRAN ou Github: A documentação completa pode ser encontrada em bookdown: Authoring Books … Read more →

99

The Temple of Esna. An Evolving Translation: Esna IV

by David Klotz

2022-11-09

A book created with bookdown. […] This is a continuation of my ongoing quest to translate all the Roman inscriptions from Esna temple. The previous two volumes are now complete, and can be found here: Esna II and Esna III. I will continue to make changes and updates to those, including desperately needed proofreading. Esna IV covers the architraves along the ceiling of the pronaos. The ceiling of the temple was conceived in antiquity as a replica of the sky, so constellations and other astronomical figures were projected over this space. As such, many of the texts are captions to the … Read more →

100

Stat 340 Notes: Fall 2022

by Laurie Tupper

2022-11-09

Notes and course info for Stat 340 […] These notes are divided into three sections: This document isn’t designed to be read through in order – hence all the hyperlinks. Use the sidebar to navigate to what you need (you can also bookmark specific locations in your browser), and feel free to ask (or start a discussion thread!) if you can’t find something. Happy … Read more →

101

openair book

by David C Carslaw

2022-11-08

David C Carslaw This document has been a long time coming. The openair project started with funding from the UK Natural Environment Environment Research Council (NERC) over 10 years ago. The main aim was to fill a perceived gap in that there was a lack of a dedicated set of easily accessible, open source tools for analysing air quality data. At that time R was becoming increasingly popular but far, far less than it is today. openair is a product of the time it was started and used the highly capable lattice package for plotting. This was a time before ggplot2 and the ‘tidyverse’. … Read more →

102

Data Visualization for International Relations

by Alfredo Hernandez Sanchez, PhD

2022-11-07
Data Visualization for International Relations

This book is the companion to the MA course Data Visualization at IBEI. […] In an experiment conducted by researchers from University College London (Mcmanus and Gesiak 2014), 277 participants were asked to look at several pairs of paintings: one of the pairs was an original by abstract painter Piet Mondrian, and the other was fake version that closely resembled it.1 The participants where asked: When looking at the pictures you should decide overall which you thinks looks better, in that it looks nicer, it looks better organised, or it looks better balanced. The results suggested that … Read more →

103

R Markdown Cookbook

by Yihui Xie, Christophe Dervieux, Emily Riederer

2022-11-07
R Markdown Cookbook

This book showcases short, practical examples of lesser-known tips and tricks to helps users get the most out of these tools. After reading this book, you will understand how R Markdown documents are transformed from plain text and how you may customize nearly every step of this processing. For example, you will learn how to dynamically create content from R code, reference code in other documents or chunks, control the formatting with customer templates, fine-tune how your code is processed, and incorporate multiple languages into your analysis. Read more →

104

Notes for Nonparametric Statistics

by Eduardo García-Portugués

2022-11-07
Notes for Nonparametric Statistics

Notes for Nonparametric Statistics. MSc in Statistics for Data Science. Carlos III University of Madrid. [...] Welcome to the notes for Nonparametric Statistics. The course is part of the MSc in Statistics for Data Science from Carlos III University of Madrid. The course is designed to have, roughly, one session per each main topic in the syllabus. The schedule is tight due to time constraints, which will inevitably make the treatment of certain methods somehow superficial. Nevertheless, the course will hopefully give you a respectable panoramic view of different available topics on ... Read more →

105

A First Course on Statistical Inference

by Isabel Molina Peralta and Eduardo García-Portugués

2022-11-07

Notes for Statistical Inference. MSc in Statistics for Data Science. Carlos III University of Madrid. [...] Welcome to the notes for Statistical Inference. The course is part of the MSc in Statistics for Data Science from Carlos III University of Madrid. The course is designed to have, roughly, one session per each main topic in the syllabus. The schedule is tight due to time constraints, which will inevitably make the exposition of certain methods somehow superficial. Nevertheless, the course and exercises will hopefully give you a respectable panoramic view of the fundamentals of ... Read more →

106

Scientific Research and Methodology

by Peter K. Dunn

2022-11-07
Scientific Research and Methodology

An introduction to quantitative research in science, engineering and health (including research design, hypothesis testing and confidence intervals in common situations) […] This book is an introduction to quantitative research in the scientific and health disciplines. The whole research process is introduced, from asking a research question to analysis and reporting of the data. The focus, however, is on the analysis of data. To support this textbook, the following are also available: These books are both freely available online. Almost every data set used in this book is a real data … Read more →

107

MGMTFT 402 - Data and Decisions

by Auyon Siddiq

2022-11-07

MGMTFT402 - Data and Decisions. […] These notes recap key concepts from Data and Decisions with accompanying examples in R. You may find it helpful to refer to these examples as you complete the labs and cases. All of the datasets used in these notes are available … Read more →

108

2022年度:データサイエンス 第2回

by 酒井 優行

2022-11-06

2022年度:データサイエンス 第2回 […] 講義概要はこちら 本日の講義用のリポジトリをRStudioでクローンしてください. … Read more →

109

MUED 540

by jdholster1

2022-11-06

MUED 540 […] Generally, research is systematic inquiry through chosen epistemologies and methodologies. Quantitative methods can include experimental design, which is noted by random assignment (e.g., effectiveness of a drug in a double-blind study), quasi-experimental design, which is noted by previously attributed treatments or groups (e.g. effectiveness of a teaching method across sections of a course, or include observation or description (e.g., number of students who took their instruments home on a given day/cars that stopped at a stop sign and turned right). Quantitative research can … Read more →

110

Statistics in R

by Phil Hahn & Leo Ohyama

2022-11-05

This is a trial run of putting out a book for a stats class. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a book written in Markdown for ENY 4654 at the University of Florida. It is still in progress. This book is meant to be used in conjunction with the class lectures and is in no way meant to replace lectures. With that being said, this book is a valuable resource that can hopefully address questions you may have on class materials. Feel free to copy and paste the code made available from it for other research ... Read more →

111

2022年度:データサイエンス 第1回

by 酒井 優行

2022-11-05

2022年度:データサイエンス 第1回 […] 今日の講義では以下の内容を扱います. 各セクションについて説明したのち,例を示して演習を行うという一連の流れを1セット(5分~15分) として講義を進めていきます. 手を動かす時間も多くありますので頑張っていきましょう. 本講義の概要はこちら … Read more →

112

统计计算

by Watthu

2022-11-05

本文是统计计算的课程笔记整理,主要采用R语言编程。 R是一个免费开源的用于统计计算和作图的语言和软件环境,它提供了广泛的统计工具和灵活高质量的图形工具,其功能可以通过添加package来扩充。R的官方网站为 R Project Website,该网站包含R在各种操作系统下的安装文件、R的帮助文档包括一些免费的书籍等。 R是一种解释性语言,不必像C之类的编译语言首先要构成一个完整的程序形式。当R运行时,所有变量、数据、函数及结果都以对象(object)的形式存在计算机的活动内存中,并冠有相应的名字代号。我们可以通过用一些运算符(如算术、逻辑、比较等)和一些函数(其本身也是对象)来对这些对象进行操作。 … Read more →

113

Documentação da Academia Científica: Um guia para transformação, modelagem e formatação de dados

by Academia Científica

2022-11-04

Este é um guia para as análises estatísticas da Academia Científica. […] A ideia deste guia é padronizar e facilitar as análises estatísticas da Academia Científica, minimizando a incidência de erros. Este não é um guia exaustivo, mas expositivo, onde iremos mostrar possíveis caminhos para as análises. O objetivo não é fixá-las, mas facilitar o entedimento dos membros, o seu próprio entedimento e uniformizar as formatações - proporcionando, sobretudo, replicabilidade dentro da empresa e compreensibilidade para o cliente. Porém, cada um possui sua particularidade e individualidade. Cada … Read more →

114

An Introduction to R for Research

by Ramzi W. Nahhas

2022-11-04

This text was written to provide Wright State University MPH students an introduction to the R programming language for use in research. […] This online book was written to provide Wright State University MPH students an introduction to the R programming language for use in research. The datasets used in this text are not being made publicly available. If you are using this material as part of a Wright State University course or tutorial, datasets will be provided to you by the instructor or in your learning management system. If you have any comments or suggestions, feel free to contact … Read more →

115

Statistik (online-noter)

by Mads Stenbo Nielsen

2022-11-04

Statistik (online-noter) […] Dette notesæt omhandler konstruktion af konfidensintervaller for parametrene i binomial- og normalfordelinger. Notesættet opsummerer væsentlig intuition og resultater som beskrevet i Newbold, Carlson & Thorne afsnit 7.1-7.5, 7.7, 8.2, 8.3, 9.1, … Read more →

116

An Introduction to Camera Trap Data Management and Analysis in R

by Christopher Beirne, the Wildlife Coexistence Lab, UBC, and the WildCam Network

2022-11-03

Materials for the three day camera trap data management and analysis course […] The number of projects employing camera traps to understand ecological phenomena is growing rapidly – as are the number of statistical tools to analyze the resultant data. Consequently, the management and analysis of camera trap data can seem complex and overwhelming. This course aims to guide participants in effective ways to store, manipulate and analyze camera trap data within the R statistical environment. The idea for this course was born out of the realization that many of the analytical frameworks we … Read more →

117

The Temple of Esna. An Evolving Translation: Esna III

by David Klotz

2022-11-02

A book created with bookdown. […] This is a continuation of my ongoing quest to translate all the Roman inscriptions from Esna temple. The first volume of inscriptions, Esna II (the book Esna I was an introductory volume, without hieroglyphic texts), is now complete, although I will continue to make changes and updates. The goal is to make all of this information easily accessible. A blog would be easy to read and update, but it would be difficult to search and cross reference. A database is certainly slower to navigate, particularly for translations of texts. Esna III is devoted to the … Read more →

118

SWBio Bioinformatics course task book

by David Studholme

2022-11-02

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::gitbook, [...] This is the task book for the SWBio Bioinformatics course. This book summarises the tasks that you should work through during the workshops. The first three workshops are planned to be in-person with the instructor(s) present. During those in-person workshops there will be time to complete at least some of the tasks. Later in the week there are remote self-study sessions where you work at your own pace and the ... Read more →

119

Statistik 1: Beschreibende Statistik

by Mark Trede

2022-11-02
Statistik 1: Beschreibende Statistik

Dieses Lehrbuch ist die Grundlage für die Vorlesung “Statistik 1” des BWL- und VWL-Bachelorstudiums an der Universität Münster. [...] Wirtschaftswissenschaften sind empirische Wissenschaften. Es geht immer um die reale Welt. Damit wir etwas über die reale Welt lernen können, brauchen wir Daten. In dem Modul Statistik 1 lernen Sie, wie man mit Daten arbeitet. Die Kenntnisse aus diesem Modul werden für Sie sowohl im Laufe Ihres Studiums als auch darüber hinaus wertvoll sein. Das gilt nicht nur für Tätigkeiten in der Wissenschaft, sondern auch in der Praxis. Statistik – oder wie man heute meistens ... Read more →

120

Text Mining with R

by Julia Silge and David Robinson

2022-11-02
Text Mining with R

A guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools […] This is the website for Text Mining with R! Visit the GitHub repository for this site, find the book at O’Reilly, or buy it on Amazon. This work by Julia Silge and David Robinson is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States License. … Read more →

121

环境黑板报

by 805

2022-10-30

环境黑板报的文章存档 研究速递(研究动态、政策速递等) 科普讲堂(基础研究类、知识类科普等) 工程实践(实用技术、应用技术介绍等) 科苑风采(个人感悟、工作随笔、风采展示) … Read more →

122

Survival Analysis in R

by Michael Foley

2022-10-30

Concepts and application of surival analysis using R. [...] Survival analyses model time-to-event. They differ from linear regression in two respects. Event times are typically skewed right with many early events and few late ones, violating linear regression’s normality assumption. Survival analyses must also manage censoring, an unknown starting event (left censoring) and/or ending event (right censoring)1. Censoring occurs if the event does not take place by the end of the study window, or the subject is in some way lost to follow-up. In Figure 0.1, subjects 3, 5, 9, and 15 either ... Read more →

123

Entscheidungsergonomie & Behavioural Design

by Prof. Dr. Armin Eichinger

2022-10-30

Inhalte zur Themen der Entscheidungsergonomie und des Behavioural Design HTML output Format: bookdown::gitbook (_output.yml) [...] Auf den folgenden Seiten finden Sie Inhalte zum Thema Entscheidungsergonomie und Behavioral Design. Die ursprüngliche Zielgruppe des Dokuments sind Studierende im gleichnamigen Kompetenzfeld der Angewandten Wirtschaftspsychologie der TH Deggendorf. Ich plane aber, inhaltliche Teilbereiche auch in anderen Veranstaltungen einzusetzen; beispielsweise als Wahlfach in IT-Studiengängen. Eigentlich könnte man die folgenden Inhalte auch in Buchform herausgeben. Das ... Read more →

124

R Crash Course (for EF students) - 2022/23

by Michela Cameletti

2022-10-28

Notes for the R Crash Course for the students of the Economics and Finance degree […] You are reading the lecture notes of the R Crash Course. This introducton to R software is for the students from the Master in Economics and Finance (EF) at University of Bergamo (academic year 2022/23). Enjoy the journey! In the following lecture notes, this font (with grey background) represents R code. The following is an example of R code with the corresponding output. These notes are written in RStudio by using bookdown (https://bookdown.org/). For errors, typos, suggestions, … write to … Read more →

125

TBJ Tech Manuel

by Jordan Eaddy

2022-10-28

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::bs4_book, set in the _output.yml file. [...] In the Toronto Blue Jay Tech Manuel, you will find step-by-step overviews of our processes. It intends to be a gentle introduction or refresher for all of our player development ... Read more →

126

Prediction and Feature Assessment

by Nicolas Städler

2022-10-28
 Prediction and Feature Assessment

Script for Analysis of High-Dimensional Data […] Prediction and Feature Assessment This script was written for the course on Analysis of High-Dimensional Data held at the University of Bern and the ETH Zurich. Much of the content is based on the book from Hastie, Tibshirani, and Friedman (2001). The course has a focus on applications using R (R Core Team 2022). All data sets used throughout the script can be downloaded from github. What are high-dimensional data and what is high-dimensional statistics? The Statistics Department of the University of California, Berkeley summarizes it as … Read more →

127

R code for STAT101

by speedyjiang

2022-10-28

R code for STAT101 […] This is an extra material for STAT101 delivered in University of Canterbury. R is not introduced or accessed in STAT101, but it is essential for future courses and statistic world, this material provides a tip of iceberg about what R can do by reproducing plots in lecture slides and demonstrating sampling distribution/bootstrap distribution and randomisation distribution with R code. The textbook used in this course is Lock, Lock, Lock Morgan, Lock and Lock, Statistics: Unlocking the Power of Data, 2nd Edition, Wiley. (Lock et al. 2016), most of the data/examples in … Read more →

128

Statistical Inference via Data Science

by Chester Ismay and Albert Y. Kim

2022-10-28
Statistical Inference via Data Science

An open-source and fully-reproducible electronic textbook for teaching statistical inference using tidyverse data science tools. […] This is the website for Statistical Inference via Data Science: A ModernDive into R and the Tidyverse! Visit the GitHub repository for this site and find the book on Amazon. You can also purchase it at CRC Press using promo code ADC22 for a discounted price. This work by Chester Ismay and Albert Y. Kim is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

129

How to Be an Rtist: A Beginner’s Guide to Writing Beautiful, Intentional R Code

by Adam Sadowski

2022-10-26
How to Be an Rtist: A Beginner’s Guide to Writing Beautiful, Intentional R Code

How do you get inspired to write in R? Many books teach you what to write, but not how to find inspiration. This book starts from the ground up. You’ve just installed R and RStudio - what do you do now? What’s the quickest, smartest way to get results? I’ll show you how to get there, line-by-line, step-by-step. At some point, in trying to get your own work done, you will get stuck. But I’ll also show you how to get unstuck in mere minutes. Finally, I’ll show you how to write in a way that will prevent you from getting stuck in the first place! This will keep you in the flow of writing beautiful, intentional R code. Read more →

130

Detecting flowering events of pollen-producing plants with high spatial resolution imagery

by Yiluan Song

2022-10-26

Detecting flowering events of pollen-producing plants with high spatial resolution imagery […] Show session … Read more →

131

Eletrônica Geral

by Patrick Mendes dos Santos

2022-10-26

Material didático produzido para a disciplina Eletrônica Geral do Curso de Graduação em Engenharia Elétrica do Centro Federal de Educação Tecnológica de Minas Gerais. […] Este material, que ainda está em desenvolvimento, foi preparado para a disciplina Eletrônica Geral, do Curso de Graduação em Engenharia Elétrica do Centro Federal de Educação Tecnológica de Minas Gerais, Campus Nova Gameleira (Campus 2). Não apenas como material para o Ensino Remoto Emergencial, adotado devido à pandemia de COVID-19, mas também uma alternativa para as aulas presenciais, quando elas voltarem a ser … Read more →

132

A primer for biostatistics in R

by cjlortie

2022-10-26

A brief introduction to statistical thinking in biostatistics supported by the R programming language. […] Welcome to a primer for biostatistics in R. Mathematical! Adventure time! Well, the mathematical part is up to you, but this is an adventure. This set of learning materials is a guide developed to support you in better developing critical thinking using statistics. Critical thinking very generally is a mode of thinking that is self-directed and evidence based (Facionie 2017). Statistical thinking is thus an ideal opportunity and partner in honing literacy adventure skills in this … Read more →

133

Statistics 1 - exercises

by Błażej Kochański

2022-10-25

Statistics 1 - exercises 2022 […] This book is being prepared for the students of Statistics course at Gdańsk University of Technology. Dear students. For the purposes of our class I am testing bookdown (http://bookdown.org). We will see how it … Read more →

134

现代统计图形

by 赵鹏, 谢益辉, 黄湘云

2022-10-25

现代统计图形书稿 […] 互联网技术革命对统计学之影响是向人类社会量化解析自然生态和社会生态的深度进军,广 义统计是一个深入发展统计思想期待的重心,其中,最为突出的具有龙头发展地位的是广义统计 系统数据信息的可视化,它是当今人类社会发展在互联网平台化所有领域中实现认知、社会学习、 分析研究、系统应用扁平化的科学手段。面对可视化的“现代统计图形”,可以适应任何人所拥 有知识起点之认知学习,激发社会化学习研究之创新,对所有学科知识交叉应用可以升起不落的 “发展力太阳”。对此,《现代统计图形》做出了杰出的贡献。 我认识老谢有 19 年了,等这本书的出版就等了 14 年。我在工作、学习中从这本书里获得了 … Read more →

135

STM1001 Topic 4B (Science and Health)

by Based on Chapters 7-10 of ''Scientific Research and Methodology'' by Peter K. Dunn (Dunn 2021)

2022-10-24

STM1001 Topic 4B (Science and Health) […] In this topic, we will continue our discussion of internal validity. We will then briefly consider the identification of study limitations, and procedures for collecting … Read more →

136

STM1001 Topic 3B (Science and Health)

by Based on Chapters 3, 5, and 6 of ''Scientific Research and Methodology'' by Peter K. Dunn (Dunn 2021)

2022-10-24

STM1001 Topic 3B (Science and Health) […] In this topic, we will begin by learning about different types of study designs. We will then discuss sampling considerations (external vailidity). Finally, an overview of internal validity will be … Read more →

137

STM1001 Topic 2B (Science and Health)

by Based on Chapters 2 and 4 of ''Scientific Research and Methodology'' by Peter K. Dunn (Dunn 2021)

2022-10-24

STM1001 Topic 2B (Science and Health) […] In this topic, we will begin by learning about research questions. We will then discuss some important considerations regarding ethics in … Read more →

138

An Introduction to Statistical Learning with the tidyverse and tidymodels

by Taylor Dunn

2022-10-24

Working through ISLR with the tidyverse and tidymodels […] I am a data scientist and statistician who is (mostly) self-taught from textbooks and generous people sharing their work online. Inspired by projects like Solomon Kurz’s recoding of Statistical Rethinking and Emil Hvitfeldt’s ISLR tidymodels labs, I decided to publicly document my notes and code as I work through An Introduction to Statistical Learning, 2nd edition by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani. I prefer to work with the tidyverse collection of R packages, and so will be using those to wrangle … Read more →

139

Introduction to R: Exercises

by Jena University Hospital, Institute of Medical Statistics, Computer and Data Sciences, Julia Palm (julia.palm@med.uni-jena.de)

2022-10-24

Accompanying IMSID course […] These assignments accompany the course Introduction to R and should be done at home before each course date. We will link to the respective book section in each of the exercises, so you’ll be able to find instructions on how to solve this kind of exercise quickly. We will discuss solutions in the seminar session, complete code solutions will be published after the … Read more →

140

Modern R with the tidyverse

by Bruno Rodrigues

2022-10-24

This book will teach you how to use R to solve your statistical, data science and machine learning problems. Importing data, computing descriptive statistics, running regressions (or more complex machine learning models) and generating reports are some of the topics covered. No previous experience with R is needed. […] I have been working on this on and off for the past 4 years or so. In 2022, I have updated the contents of the book to reflect updates introduced with R 4.1 and in several packages (especially those from the {tidyverse}). I have also cut some content that I think is not that … Read more →

141

Fun With Brandt

by Brandt Green

2022-10-23

Some description is supposed to go here. Not sure where it renders tho […] I do not currently have a strong vision on the structure of this book yet, but for now, I just see it as a convenient place to dump my blog-like writings into, while also leveraging the power of R Markdown. I expect most of the topics discussed to be centered around the world of finance - seeing as finance is the highest calling of mankind, it is only just to give finance its due. I would like to use a writing approach that is data-focused and visual heavy, which is partly the motivation for using R Markdown as the … Read more →

142

Data Science for Psychologists

by Hansjörg Neth

2022-10-23
Data Science for Psychologists

This book provides an introduction to data science that is tailored to the needs of students in psychology, but is also suitable for students of the humanities and other biological or social sciences. This audience typically has some knowledge of statistics, but rarely an idea how data is prepared for statistical testing. By using various data types and working with many examples, we teach strategies and tools for reshaping, summarizing, and visualizing data. By keeping our eyes open for the perils of misleading representations, the book fosters fundamental skills of data literacy and cultivates reproducible research practices that enable and precede any practical use of statistics. Read more →

143

A Pre-Arrival Guide For Incoming & Prospective Students

by By the Student Outreach Committee of MaSA UIUC

2022-10-22

A Pre-Arrival Guide For Incoming & Prospective Students […] This book aims primarily as a general guideline for students who have accepted their admission into the University of Illinois at Urbana Champaign (UIUC for short). Secondarily, we’re also working on detailing life at the university as Malaysians in this book for those who are interested in the university, but do not know much. This book is still heavily a work in progress, so we’re prioritizing writing the pre-arrival sections! A printable version of this book is being worked on. In the meantime, this older Google Doc that we have … Read more →

144

R 语言学习笔记

by 黄湘云

2022-10-21

A book created with bookdown. […] Book in early development. Planned release in 202X. 本书采用 知识共享署名-非商业性使用-禁止演绎 4.0 国际许可协议 许可,请君自重,别没事儿拿去传个什么新浪爱问、百度文库以及 XX 经济论坛,项目中代码使用 MIT 协议 开源 书籍在 R version 4.2.0 (2022-04-22) 下编译,Pandoc 版本 2.16.2,最新一次编译发生在 2022-10-21 … Read more →

145

STAT101 Tutorials

by speedyjiang

2022-10-21

STAT101 Tutorials […] Weekly tutorial exercises (starting in Week 1) are assigned from the required course textbook, Lock, Lock, Lock Morgan, Lock and Lock, Statistics: Unlocking the Power of Data, 2nd Edition, (2017) Wiley. You can find details on where to source the textbook in the Course Information section. You do not need to get the textbook exercises finished or correct during the tutorial, we just want you to give them your best attempt. However, mastering these concepts is strongly recommended in preparation for the final exam. Your attempts at the textbook exercises will not be … Read more →

146

Tutorial

by Golub Capital Social Impact Lab

2022-10-20

This is a tutorial on machine learning-based causal inference. […] This tutorial will introduce key concepts in machine learning-based causal inference. It’s an ongoing project and new chapters will be uploaded as we finish them. A tentative list of topics that will be covered: Please note that this is currently a living document. Chapters marked as “beta” may change substantially and are in most need of feedback. If you find any issues, please feel free to contact Undral Byambadalai at undralb@stanford.edu. The “changelog” below will keep track of major updates and additions. We’ll … Read more →

147

A Guide on Data Analysis

by Mike Nguyen

2022-10-20
A Guide on Data Analysis

This is a guide on how to conduct data analysis in the field of data science, statistics, or machine learning. […] More books by the author can be found … Read more →

148

Policy toolkit annexes

by oliverlysaght

2022-10-20

Policy toolkit annexes […] Will the instrument meet an aim with certainty and in a reasonable timeframe? There isn’t always agreement regarding what the aim of environmental policy is. It may be introduced on deontological grounds e.g. making polluters pay, or teleological grounds e.g. improving welfare, improving environmental quality, or human health. Aim for Ecological Perspective (Ecological Effectiveness) - Reduction of damage to ecosystem.The level of use which ensures that ecosystem health (ability to provide a flow of ES, to maintain vital signs, handle stress and recover after … Read more →

149

Base de Datos

by Patricio Araneda

2022-10-18
Base de Datos

Manual de referencia en bases de datos, desde un aspecto introductorio y forma parte de una serie de libros sobre datos e información. […] Este libro es el primero de una serie sobre datos e información y que pretende abarcar todos los aspectos del manejo de datos, desde una base local hasta Big Data pasando por aspectos de analítica de datos y ciencia de datos. Componentes de la serie: Estamos viviendo en una civilización basada en información, donde esta se transa y valora, donde todo objeto/persona es fuente de información que se utiliza con distintos fines. El valor de la información … Read more →

150

Bloomberg

by Rob Hayward

2022-10-17

This is an introduction to Bloomberg […] This is an introduction to using Bloomberg. It is a work in progress. Please let me know if you seen any typos, errors or omissions. You can also contribute to this project on github. There is an overview of the history of the Bloomberg terminal on … Read more →

151

Esercizi per il corso di Statistica di Base

by Brunero Liseo, Sapienza Università di Roma

2022-10-17

In questo libro sono presenti gli esercizi di Statistica di Base […] In questo libro sono elencati una serie di esercizi preparatori per il superamento dell’esame di Statistica di Base somministrati agli studenti nel corso degli anni, presso la facoltà di Economia, Sapienza Università di Roma. Hanno partecipato alla loro raccolta, nel corso del tempo, molti collaboratori che ringrazio con affetto: Alberto Arcagni, Serena Arima, Marilena Barbieri, Maria Brigida Ferraro, Stefania Gubbiotti, Federico Polito, Claudia Vittori. Ringrazio anche Nina Deliu per il prezioso aiuto con bookdown e Dario … Read more →

152

Toolbox CSS

by Felix Lennert

2022-10-17

This book is supposed to introduce the reader (i.e., you) into some fundamental techniques for computational social science research: acquiring online data, agent-based modeling, and text mining. […] Dear student, if you read this script, you are either participating in one of my courses on digital methods for the social sciences, or at least interested in this topic. If you have any questions or remarks regarding this script, hit me up at felix.lennert@ensae.fr. This script will introduce you to three techniques I regard as elementary for any aspiring (computational) social scientist: … Read more →

153

Pengantar Pemrograman R dan RStudio

by Aep Hidayatuloh

2022-10-16
Pengantar Pemrograman R dan RStudio

Buku pengenalan pemrograman R versi Bahasa Indonesia. Buku ini ditulis untuk menuangkan ide dan berbagi pengetahuan berdasarkan hasil belajar, pengalaman melakukan pekerjaan dan penelitian di beberapa bidang sebagai konsultan analisis data, maupun karyawan di sebuah perusahaan. Di dalam buku ini akan dibahas dasar-dasar R sebagai alat bantu untuk analisis data. Buku ini juga akan membahas cara berinteraksi dengan R melalui RStudio mulai dari download dan install R & RStudio hingga eksplorasi data. Read more →

154

CS5702 Modern Data Book

by Martin Shepperd

2022-10-16
CS5702 Modern Data Book

This is a draft course-book for the MSc Data Science Analytics module CS5702 Modern data […] This book cover image was generated using R and the famous cars dataset1. Courtesy of Giora Simchoni’s fun R package {kandinsky} which generates random images from datasets in the style of the painter … Read more →

155

STM1001 Topic 10: Chi-squared Tests for Categorical Data

by Amanda Shaker

2022-10-14

STM1001 Topic 10 […] In the previous topic, we looked at hypothesis tests for proportions, namely, the one and two sample test of proportions. In this topic, we will be considering another type of test that can be used to address hypotheses regarding proportions that come about by studying categorical variables: the Chi-squared test. There are many different types of Chi-squared tests. In this topic, we will be looking specifically at the Chi-squared goodness of fit test and the Chi-squared test of independence. In some ways, these tests can be considered extensions of the test of … Read more →

156

STM1001 Topic 9: Hypothesis Testing for One and Two Sample Proportions

by Amanda Shaker

2022-10-14

STM1001 Topic 9 […] In this topic, rather than testing for differences in means as we did via (t)-tests and ANOVA, we will be considering hypothesis tests for proportions. The types of questions that can be addressed with these types of tests include: is the proportion of left-handed people different from 10%? Or, has a particular intervention led to a significant difference in the proportion of premature births? Or, is the proportion of extroverts different from 50%? As usual, we do not need to calculate the true population proportions to answer these questions. Rather, we can use sample … Read more →

157

STM1001 Topic 8: Correlation and Simple Linear Regression

by Amanda Shaker

2022-10-14

STM1001 Topic 8 […] In this topic, we will be considering two related types of analyses: Correlation and Simple Linear Regression. These techniques can be used to describe the relationship between two numeric variables. For example, you may recall in Topic 2 that we considered the relationship between income per person (GDP per capita, PPP$ inflation-adjusted) and the Happiness Index (Gapminder.org 2021). We will again consider the relationship between these two variables, but this time we will focus our analysis on countries whose GDP per capita is between $10,000 and $50,000, as depicted … Read more →

158

PreProcSEQ: Pipeline for pre-processing RNA-Seq data

by Jean S. S. Resende and Mauro A. A. Castro

2022-10-13

Vignette for the PreProcSEQ pipeline […] Introducing the PreProcSEQ pipeline, a pipeline that takes the first steps necessary for analyzing RNA-Seq data. We cover everything from quality control (QC) to the construction of the gene expression matrix, covering essential topics for removing technical effects such as normalization and batch effect removal. The repository GitHub - resendejss contains the scripts and directory structure for the pipeline execution. … Read more →

159

STM1001 Topic 7: One-way ANOVA

by Amanda Shaker

2022-10-13

STM1001 Topic 7 […] In the previous topic, we learnt how to test for differences in means between two independent groups via the independent samples (t)-test. This was a situation where the independent variable was a categorical variable with only two categories. What happens when we want to test for differences in means between two or more independent groups? In this case, we can use one-way Analysis of Variance, commonly referred to as one-way ANOVA. What type of variables are required for a one-way ANOVA? A one-way ANOVA will always involve two variables: For example, let’s consider a … Read more →

160

Caderno BD

by Anderson dos Santos

2022-10-12

Caderno de exercício Big Data […] Big Data Analytics 2022 Autor: Anderson dos Santos Prof: … Read more →

161

Skript Antriebsregelungstechnik

by Martin Pischtschan

2022-10-12

Skript Antriebsregelungstechnik […] Dieses Dokument dient als Grundlage für das Modul “Antriebsregelungstechnik”, welches von der Fachhochschule Nordwestschweiz angeboten wird. Es behandelt die Grundlagen der Elektrischen Antriebstechnik und der Regelung Elektrischer Antriebe. Das Dokument kann hier kostenlos gelesen werden. Ein PDF-Dokument kann via Email (martin.pischtschan@fhnw.ch) angefragt … Read more →

162

2021_apis_for_social_scientists_a_collaborative_review.knit

by Current editors:Paul C. Bauer, Camille Landesvatter, Lion BehrensAuthors & contributors:Paul C. Bauer, Jan Behnert, Lion Behrens, Chung-hong Chan, Bernhard Clemm von Hohenberg, Lukas Isermann, Philipp Kadel, Melike N. Kaplan, Jana Klein, Markus Konrad, Barbara K. Kreis, Dean Lajic, Camille Landesvatter, Madleen Meier-Barthold, Grace Olzinski, Nina Osenbrügge, Ondrej Pekacek, Pirmin Stöckle, Malte Söhren, Domantas Undzėnas

2022-10-11

This book provides an introduction to different APIs that may be useful to social scientists. […] The present online book provide a review of APIs that may be useful for social scientists. Please start by reading the Introduction. The material was/is being developed by various contributors that you can find above and in the contributor section of the corresponding github repository. If you are interested in contributing please check out the Section How to contribute in the github README. The material is licensed under a Apache License 2.0 license. Where we draw on other authors material … Read more →

163

The Representation of Muslims in Higher Education

by Danyal Khan, MRN Research Officer

2022-10-11

The Representation of Muslims in Higher Education […] There were approximately 255,000 Muslims studying at UK universities in the academic year 2020/21 across all levels of higher education, accounting for 9.8% of the total student population. The proportion and number of Muslims in higher education is growing across all levels and domiciles from 2017-2021. The representation of British Muslims amongst UK domiciled students is lower at higher levels of education, across all subject areas. Business and Management is the most over-represented subject amongst Muslims, whilst Design and … Read more →

164

Miller Creek and Vogel Lake Water Quality

by Benjamin Meyer (ben@kenaiwatershed.org)

2022-10-10

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This draft document contains preliminary data explorations of 2021-2023 water quality data from the Vogel Lakes complex and Miller Creek in the Northern Kenai peninsula. These data were collected as part of plans to eradicate invasive pike from the area, which were identified in 2018-2019 by the Alaska Dept. of Fish and Game. The draft environmental assessment for potential eradication of invasive Northern Pike from this system is available from the US Fish … Read more →

165

Machine Learning for Biostatistics

by Armando Teixeira-Pinto & Jaroslaw Harezlak

2022-10-10

Machine Learning for Biostatistics […] So far, most of the methods that we have seen (with the exception of KNN) assume an additive effect of the predictors. We will now study non-parametric methods to estimate (f(\mathbf x)). By the end of this module you should be able to: The dataset triceps is available in the MultiKink package. You may install.packages(“MultiKink”), load the library (library(MultiKink)) and then run data(“triceps”). The data are derived from an anthropometric study of 892 females under 50 years in three Gambian villages in West Africa. There are 892 observations on the … Read more →

166

W3 Techincal Doc

by Qi Xu, Jeanne Kowalski-Muegge

2022-10-07

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] W3 is a shiny app for genomic analysis for cancer clinical sequencing. This is a user manual to highlight functions with … Read more →

167

Statistical Tools for Causal Inference

by Sylvain Chabé-Ferret

2022-10-06

This is an open source collaborative book. […] Tools of causal inference are the basic statistical building block behind most scientific results. It is thus extremely useful to have an open source collectively aggreed upon resource presenting and assessing them, as well as listing the current unresolved issues. The content of this book covers the basic theoretical knowledge and technical skills required for implementing staistical methods of causal inference. This means: This book is geared for teaching causal inference to graduate students that want to apply statistical tools of causal … Read more →

168

Steelhead Conservation Unit Snapshots

by Clare Atkinson & Eric Hertz

2022-10-05

This is a work-in-progress reference document developed by the Pacific Salmon Foundation’s Salmon Watersheds Program to summarize key population information compiled and sythesized so far for steelhead in British Columbia at a Conservation Unit (CU) level. […] This is an in-progress working document to summarize the available information compiled for steelhead populations in BC as part of a project led by the Pacific Salmon Foundation’s (PSF) Salmon Watersheds Program. This work aims to ensure these data are broadly accessible and are synthesized to provide information on the status of … Read more →

169

Inquiry and Analysis in Biology

by Jeff Wesner, Ph.D., University of South Dakota, Department of Biology, Joseph Raiche, Ph.D., University of South Dakota, Department of English

2022-10-05

Erich Von Wolf, as the legend goes, was a German Chemist and researcher in the latter half of the 19th century who in 1870 “published” his findings on the iron content of several items including milk, beef, asparagus, and what has garnered far too much attention, spinach. The legend goes that when recording the iron content of spinach, he inadvertently moved the decimal point one space to the right. This caused a ten-fold increase in the reported iron content of the leafy green. The error was left unchallenged until 1936. Seven years earlier the New York’s Evening Journal’s long running comic … Read more →

170

UG Quantitative Methods in the Social Sciences lab workbook

by by J Rafael Verudzco Torres and Mark Wong

2022-10-05
UG Quantitative Methods in the Social Sciences lab workbook

This is the workbook you will use for the Quantitative Methods in the Social Sciences lab sessions. […] Welcome to the Quantitative Methods in the Social Sciences lab! This workbook is targeted to University of Glasgow students enrolled in the Undergraduate Quantitative Research Methods course of the School of Social & Political Sciences. The activities are designed for RStudio Cloud. The book was written using R bookdown package based on the GitHub repository: https://github.com/rstudio/bookdown-demo. The online version of this book is licensed under the Creative Commons … Read more →

171

Draft Panduan Survei Keanekaragaman Hayati

by Biodive FFI`s IP

2022-10-05

Draft panduan survei kehati […] Apa dan untuk siapa panduan ini? Panduan ini ditujukan bagi siapa saja yang berminat untuk melakukan survei keanekararagaman hayati (kehati) terutama bagi praktisi di ruang lingkup Fauna & Flora International – Indonesia Programme (FFI`s IP). Panduan ini disusun supaya pemantauan kehati dapat dilaksanakan dengan standar minimum yang sama, akurat dan dapat digunakan untuk pengambilan keputusan secara ilmiah. Panduan ini dibuat sebagai ringkasan secara umum untuk melakukan pemantauan pada 4 taksa sebagai berikut; Avifauna, Herpetofauna, Mamalia serta Vegetasi … Read more →

172

Médiation A very Quickstart

by CERPOP, INSERM, EQUITY Team

2022-10-04

Document de synthèse En cours de rédaction [work in progress] Hélène Colineaux, Benoit Lepage The online version of this book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

173

Analysing Data using Linear Models

by Stéphanie M. van den Berg

2022-10-04

This is the data analysis textbook used for study programmes at the faculty of BMS at the University of Twente. […] This book is for bachelor students in social, behavioural and management sciences that want to learn how to analyse their data, with the specific aim to answer research questions. The book has a practical take on data analysis: how to do it, how to interpret the results, and how to report the results. All techniques are presented within the framework of linear models: this includes simple and multiple regression models, linear mixed models and generalised linear models. This … Read more →

174

Science Research Methods: Tutorials

by Peter K. Dunn

2022-10-04

TUTORIALS for quantitative research in science, engineering and health (including research design, hypothesis testing and confidence intervals in common situations) […] This book has been prepared for use with the book Scientific Research and Methodology, to be used in the course Science Research Methods at the University of the Sunshine Coast (USC). This course is an introduction to quantitative research methods in the scientific, engineering and health disciplines. It introduces the whole research process, from asking a research question to analysis and reporting of the data. The focus, … Read more →

175

The Data Preparation Journey

by Martin Monkman

2022-10-04

Before you can analyze your data, you need to ensure that it is clean and tidy. […] This is the online home of The Data Preparation Journey: Finding Your Way With R, a forthcoming book published with CRC Press as part of The R Series. It is routinely noted that the Pareto principle applies to data science—80% of one’s time is spent on data collection and preparation, and the remaining 20% on the “fun stuff” like modeling, data visualization, and communication. There is no shortage of material—textbooks, journal articles, blog posts, online courses, podcasts, etc.—about the 20%. That’s not … Read more →

176

Tidy Finance with R

by Christoph Scheuch (wikifolio Financial Technologies) and Stefan Voigt (University of Copenhagen and Danish Finance Institute) and Patrick Weiss (Reykjavik University and Vienna University of Economics and Business)

2022-10-04
Tidy Finance with R

An open-source textbook on empirical finance applications with R. […] This website is the online version of Tidy Finance with R, a book currently under development and intended for eventual print release via Chapman & Hall/CRC. The book is the result of a joint effort of Christoph Scheuch, Stefan Voigt, and Patrick Weiss. We are grateful for any kind of feedback on every aspect of the book. So please get in touch with us via contact@tidy-finance.org if you spot typos, discover any issues that deserve more attention, or if you have suggestions for additional chapters and sections. … Read more →

177

The Mereology of Classes

by Gabriel Uzquiano

2022-10-03

The Mereology of Classes […] One object may be composed of parts—a computer is composed of a motherboard, a central processing unit, and a hard drive. These material objects are parts of the computer, and the computer is a sum of these parts. Computers are material artifacts, but the question of whether an object is composed of parts seems to make sense across ontological categories. The performance of a play is an event composed of acts, which are in turn composed of scenes. Organisms are composed of parts, some of which perform specific biological functions: a heart is part of the … Read more →

178

Rethinking Companion

by Wade VanderWright

2022-09-30

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a companion book written in Markdown for McElreath’s Statistical Rethinking (2020). You can set up your R console by running: The Golem of Prague and statistical golems (models) are powerful but lack wisdom. As McElreath tells us, there are many kinds of golems and figuring out how to build the one you need to carry out the task at hand can be tricky. Figure 1.1 In addition, novel research often requires novel ... Read more →

179

Book_MI.knit

by mwheymans

2022-09-29
Book_MI.knit

Copyright ©2019 by Heymans and Eekhout All rights reserved. No part of this book may be reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, recording, or by any information storage and retrieval system, without permission in writing from the … Read more →

180

Practice and theory of financial markets

by Nicolas Gaussel

2022-09-29

Teaching notes for the MMMEF master […] The following are draft notes related to the lecture “Introduction to Finance”, given at [MMMEF master](http://www.mmmef.fr/ “visit”, year 2022. This is an incomplete work in progress which is neither supposed to be quoted nor … Read more →

181

Statistical rethinking with brms, ggplot2, and the tidyverse: Second edition

by A Solomon Kurz

2022-09-28

This book is an attempt to re-express the code in the second edition of McElreath’s textbook, ‘Statistical rethinking.’ His models are re-fit in brms, plots are redone with ggplot2, and the general data wrangling code predominantly follows the tidyverse style. […] This ebook is based on the second edition of Richard McElreath’s (2020) text, Statistical rethinking: A Bayesian course with examples in R and Stan. My contributions show how to fit the models he covered with Paul Bürkner’s brms package (Bürkner, 2017, 2018, 2022f), which makes it easy to fit Bayesian regression models in R (R … Read more →

182

Chp1

by Frank Lin

2022-09-28

Chp1 […] Hi. … Read more →

183

bookdown: Authoring Books and Technical Documents with R Markdown

by Yihui Xie

2022-09-28
bookdown: Authoring Books and Technical Documents with R Markdown

A guide to authoring books with R Markdown, including how to generate figures and tables, and insert cross-references, citations, HTML widgets, and Shiny apps in R Markdown. The book can be exported to HTML, PDF, and e-books (e.g. EPUB). The book style is customizable. You can easily write and preview the book in RStudio IDE or other editors, and host the book wherever you want (e.g. bookdown.org). Read more →

184

Social Science Theory

by Mike Nguyen

2022-09-28
Social Science Theory

This book is about relevant social theories that are regularly used in social sciences […] View book source “Social Science Theory” was written by Mike Nguyen. It was last built on 2022-09-27. This book was built by the bookdown R … Read more →

185

Grupo 0 Matemáticas

by Mercedes Vázquez Furelos, María Eugenia Mera Rivas, Jorge Herrera de la Cruz

2022-09-27

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Esta es la Vídeo-Web del Grupo 0 de Matemáticas de la Facultad de Económicas y Empresariales de la ... Read more →

186

Programming and Applied Data Visualization with R

by Dr. Paul C. Bauer (University of Mannheim)

2022-09-27

Q: What is your experience with looking at data analysis code you have written 2 years earlier? Comment your code Use meaningful names! A “new” package dplyr written by Hadley Wickham/Romain Francois replaces many old functions for data management Functions in dplyr are highly performant (big data!) and consistent See this page for an excellent overview and the Data Wrangling Cheat Sheet What could the following functions be used for? Hadley Wickhams ggplot2 Package developed into a powerful alternative to the default plot() function. Its goal is to simplify complex plots (e.g. take care of … Read more →

187

Ciencia de Datos para Ciencias Naturales

by Keilor Rojas-Jimenez

2022-09-27
Ciencia de Datos para Ciencias Naturales

Introducción | Ciencia de Datos para Ciencias Naturales […] Uno de los grandes retos de hoy es tener la capacidad de transformar los datos en conocimiento útil. Esto rige para todas las áreas del conocimiento, incluidas las ciencias naturales. El creciente ritmo de generación y la abundante disponibilidad de datos, en términos de volumen, velocidad y variedad, obliga a quienes trabajamos en ciencia a disponer de herramientas apropiadas para accederlos, manipularlos, analizarlos y aprovecharlos al máximo. Es pertinente que podamos transformar datos en información, en un primer paso, y en … Read more →

188

IsoriX: Isoscape Computation and Inference of Spatial Origins using R

by The IsoriX core Team

2022-09-26

This book is the official documentation for the R package IsoriX. […] This bookdown (a particular form of R documentation) provides information on how to use the R package IsoriX. It is a work in progress, but it already contains plenty of material that should help you getting started with IsoriX. … Read more →

189

Targeted Learning in R

by Mark van der Laan, Jeremy Coyle, Nima Hejazi, Ivana Malenica, Rachael Phillips, Alan Hubbard

2022-09-26

An open source handbook for causal machine learning and data science with the Targeted Learning framework using the tlverse software ecosystem. […] Targeted Learning in R: Causal Data Science with the tlverse Software Ecosystem is an fully reproducible, open source, electronic handbook for applying Targeted Learning methodology in practice using the software stack provided by the tlverse ecosystem. This work is a draft phase and is publicly available to solicit input from the community. To view or contribute, visit the GitHub repository. The contents of this handbook are meant to serve as a … Read more →

190

An Introduction to ggplot2

by Ozancan Ozdemir

2022-09-24

A ggplot2 Tutorial […] Hi! Data Visualization is one of the important steps of the data analysis process. It is actually not only part of the data analysis, but also can be considered as an art. R Programming language provides a powerful visualization package to us, ggplot2. This book aims to show how you can make a well-known statistical plots by using ggplot2, and also how you can improve or customize them. The book is created by the lab notes of statistical computing (STAT 291-STAT 292) of Ozancan Ozdemir. For your opinions and suggestions, please send me an e-mail to … Read more →

191

Data Science

by Tiffany Timbers, Trevor Campbell, and Melissa Lee

2022-09-24
 Data Science

This is a textbook for teaching a first introduction to data science. […] Data Science This is the website for Data Science: A First Introduction. You can read the web version of the book on this site. Click a section in the table of contents on the left side of the page to navigate to it. If you are on a mobile device, you may need to open the table of contents first by clicking the menu button on the top left of the page. You can purchase a PDF or print copy of the book on the CRC Press website or on Amazon. This work by Tiffany Timbers, Trevor Campbell, and Melissa Lee is licensed under a … Read more →

192

Crime by the Numbers: A Criminologist’s Guide to R

by Jacob Kaplan

2022-09-24

A guide to learning R for the purpose of conducting quantitative research. This covers collecting and cleaning data, and visualizing it in graphs and maps. […] This book introduces the programming language R and is meant for undergrads or graduate students studying criminology. R is a programming language that is well-suited to the type of work frequently done in criminology - taking messy data and turning it into useful information. While R is a useful tool for many fields of study, this book focuses on the skills criminologists should know and uses crime data for the example data sets. … Read more →

193

Grange-Lab Manual

by Jim Grange

2022-09-23

The Grange-Lab Manual provides information on all you want (or need) to know about working in the Grange Lab. […] … Read more →

194

Lab Manual for the Global Community Wellness Lab

by Jordan D. Snyder, Psy.D.

2022-09-23

This is the lab manual for the Global Community Wellness Lab at the University of Wisconsin, Parkside. […] Welcome to the Global Community Wellness Lab at the University of Wisconsin, Parkside! If you are reading our lab manual because you recently joined the lab, welcome! If you are a current member of the lab, frequently refer to our lab manual to refresh our guidelines, policies, platforms, among others. We also look forward to learning and researching together. We also welcome you to read this manual if you are looking for tips and tricks for your own manual. It’s also a work in … Read more →

195

R en Ciencias Sociales

by Jordi Mas Elias

2022-09-23

Este libro tiene como principal objetivo la enseñanza de R online a los estudiantes de Ciencia Política, Relaciones Internacionales y Sociología. […] Este libro tiene como principal objetivo la enseñanza de R online a estudiantes de Ciencias Sociales, particularmente de Ciencia Política, Relaciones Internacionales y Sociología. Buena parte de lo que se muestra en estos módulos se basa en la experiencia de varios semestres de docencia en la Universitat Oberta de Catalunya. Esto significa que buena parte de lo que aquí se enseña es fruto de las contribuciones de decenas de estudiantes, que … Read more →

196

Surrogates

by Robert B. Gramacy

2022-09-22
Surrogates

Surrogates: a new graduate level textbook on topics lying at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), and design of experiments. Gaussian process emphasis facilitates flexible nonparametric and nonlinear modeling, with applications to uncertainty quantification, sensitivity analysis, calibration of computer models to field data, sequential design and (blackbox) optimization under uncertainty. Presentation targets numerically competent scientists in the engineering, physical, and biological sciences. Treatment includes historical perspective and canonical examples, but primarily concentrates on modern statistical methods, computation and implementation in R at modern scale. Rmarkdown facilitates a fully reproducible tour complete with motivation from, application to, and illustration with, compelling real-data examples. Read more →

197

2021 Introduction to Cognitive Modeling

by Chih-Chung Ting

2022-09-22

Welcome to the “code session”. In this website, we will use R to explore the concepts of cognitive modeling introduced in the first hour using R. [...] In this course, save your scripts in ~/Desktop/CM_course. To do so, create a folder named CM_course on your desktop and check your current working directory via getwd() in R. Copy (or type) the code below and paste in your Console window after the prompt > and press Enter. If the output is not ended with Desktop/CMcourse, you can use setwd() to change the working directory. Alternatively, specify your working directory under Session-> set ... Read more →

198

Principles of Statistical Analysis: R Companion

by Ery Arias-Castro

2022-09-21
Principles of Statistical Analysis: R Companion

R code that showcases some of the concepts and tools introduced in Principles of Statistical Analysis […] This is a companion to the textbook Principles of Statistical Analysis. It contains some R code that illustrates the concepts and tools introduced in the textbook. Some familiarity with R is assumed, although no advanced knowledge is required. The code is meant to be relatively simple, yet useful, at least for novices. No real effort was made to optimize it. The chapters are numbered as they are in the textbook, while the sections are not. The data not taken from packages is available … Read more →

199

A Research about the Employee’s Motivation for Knowledge Sharing and Employee Creativity

by 潘薇

2022-09-21
A Research about the Employee’s Motivation for Knowledge Sharing and Employee Creativity

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::bs4_book, [...] A Research about the Employee’s Motivation for Knowledge Sharing and Employee Creativity: A Case Study from the Industrial Park of Jiujiang National Economic and Technology Development Zone WEI PAN Master of Business Administration Program in Business Administration Innovation College North-Chiang Mai University August 2022 First, I would ... Read more →

200

Introduction to Bayesian Econometrics

by Andrés Ramírez-Hassan

2022-09-21

The subject of this textbook is Bayesian regression analysis, and its main aim is to provide introductory level theory foundation, and facilitate applicability of Bayesian inference. […] Since late 90’s Bayesian inference has gained a lot of popularity among researchers due to the computational revolution and availability of algorithms to solve complex integrals. However, many researchers, students and practitioners still lack understanding and application of this inferential approach. The main reason is the requirement of good programming skills. Introduction to Bayesian econometrics: A … Read more →

201

Advanced R Course

by Florian Privé

2022-09-21
Advanced R Course

This contains materials for the Advanced R course of the doctoral school of Grenoble, France. […] This material is licensed under the Creative Commons Attribution-ShareAlike 3.0 License. Florian Privé is a researcher in predictive human genetics, fond of Data Science and an R(cpp) enthusiast. He is also the founder and former organizer of the Grenoble R user group. You can find him on Twitter and GitHub as @privefl and on Stack Overflow as F. Privé. … Read more →

202

ORCA Transitional Facility Manual V4

by Bob Dagg

2022-09-19

Bob Dagg … Read more →

203

Voorbeeld voor een digitale Kostenhandleiding

by Erasmus Universteit Rotterdam

2022-09-19

Voorbeeld voor een digitale Kostenhandleiding […] Dit is een voorbeeld van een interactieve online kostenhandleiding, gebaseerd op hoofdstuk 6 van de huidige handleiding. Deze handleiding kent de volgende opties: Ga naar Hoofdstuk 6 voor een uitgewerkte, interactieve … Read more →

204

Guide to Wise Investing

by Junghoon Shin

2022-09-19
Guide to Wise Investing

Investment databook containing business financials, industry and market environments, and global economy […] When I first stepped into the investment world, there was just too much information all over the newspapers, websites, books, YouTube, and even lunch table gossips which all seemed to be of the utmost importance to me. Some believed it was the perfect time to invest in the stock market, while others insisted that the whole market was significantly overheated by repeated fiscal stimulus packages from the government and we all should prepare for the impending market crash. I was so … Read more →

205

Язык R для пользователей Excel

by Алексей Селезнёв

2022-09-15
Язык R для пользователей Excel

Бесплатный видео курс по языку R. Введение в tidyverse. […] В связи с карантином многие сейчас львиную долю времени проводят дома, и это время можно, и даже нужно провести с пользой. В начале карантина я решил довести до ума некоторые проекты начатые несколько месяцев назад. Одним из таких проектов был видео курс “Язык R для пользователей Excel”. Этим курсом я хотел снизить порог вхождения в R, и немного восполнить существующий дефицит обучающих материалов по данной теме на русском языке. Если всю работу с данными в компании, в котороый вы работаете принято по-прежнему вести в Excel, то … Read more →

206

The LibreOffice Draw Book

by Sonwabo Seedwell Adlai, Jordan (PhD)

2022-09-15

LibreOffice Draw, which is part of an application suite called LibreOffice, is primarily a vector graphics drawing program, although it can also perform some operations on raster graphics. […] Welcome to the online version of The LibreOffice Draw Book - the freedom to draw. This book is at an early stage of development and is deliberately being written “live and online”. The first chapter is 90% complete - the completion schedule for subsequent chapters is shown at the end of each chapter. The envisaged completion date for the entire book is the 28th of February 2023 at which time the print … Read more →

207

Biometry

by Pleuni Pennings and Kevin Magnaye

2022-09-15

Course notes for Biometry. […] You belong in this course and in the field of data science! We are excited to learn with each and every one of you. We are here to support your success. We have no doubt that you will do great things with the data science skills you learn in this course because of who you are as a person and the values you bring with you from your culture, family, and life experiences. We want to invite you to bring your whole self into our data science learning community. Each of you brings cultural assets and personal perspectives that will allow you to make unique … Read more →

208

Methods in (Skene & Kenward, 2010)

by Dylan Dijk

2022-09-15

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::bs4_book, set in the _output.yml file. [...] This tutorial aims to show how methods described in the two papers by Simon S. Skene and Michael G. Kenward1,2 (paper I and paper II) can be applied in R. In these papers, it is assumed that the data can be represented by a multivariate Gaussian linear model. The model has the following form: \[\begin{equation} y_i \sim N(X_i \beta;\Sigma_i ), \quad i =1, \dots,n \tag{1.1} \end{equation}\] where \(y_i\) \((T_i \times ... Read more →

209

Foundations of Statistics

by Prof Peter Neal and Dr Daniel Cavey

2022-09-14

Lecture Notes for Foundations of Statistics […] In this course the fundamental principles and techniques underlying modern statistical and data analysis will be introduced. The course will cover the core foundations of statistical theory consisting of: The course highlights the importance of computers, and in particular, statistical packages, in performing modern statistical analysis. Students will be introduced to the statistical package R as a statistical and programming tool and will gain experience in interpreting and communicating its output. Learning Outcomes A student who completes … Read more →

210

lefko3: a gentle introduction

by Richard P. Shefferson

2022-09-14

This book covers the ins and outs of developing and analyzing matrix projection models and integral projection models in R using the CRAN-based package lefko3. It covers all aspects of building and analyzing these models, from life history model development all the way to the development of replicated, stochastic, density dependent projection simulations. [...] All content copyright 2022 Richard P. Shefferson This book is dedicated to the people of Ukraine, who are teaching the world every day that all people have the inherent human right to self-determination. Richard P. Shefferson ... Read more →

211

Fantastic Genes and Where to Find Them

by Maria Gallegos, Cal State University East Bay

2022-09-13

Fantastic Genes and Where to Find Them […] First, I would like to acknowledge the Genome Education Partnership (GEP) for inspiration. They created a resource for learning about Eukaryotic gene structure using the UCSC Genome Browser (Laakso et al. 2017). Their focus is on the Drosophila genome. My focus is on humans. This manual has been written for a undergraduate course entitled Principle of Genetic analysis (BIOL 310) at Cal State University, East Bay but can be used by anyone wanting to learn more about gene structure and function. My hope is that skills learned within these pages and … Read more →

212

Prelude to Econometrics Using R

by Matt Dobra

2022-09-13

Prelude to Econometrics Using R […] In preparation for my first semester teaching Econometrics using R, I prepared a series of R Notebooks for use in class. Not only did I use these notebooks to teach the material in class, I also provided them to students for their use, study, and such. At one point, in referring to this collection of notebooks, a student told me that they liked my book, and my first instinct was to reply that it wasn’t really a book, it was just a collection of teaching notes. But this student’s statement stuck with me, and I realized that, while it wasn’t really … Read more →

213

Model Based Sampling with EMC2 - Extended Models of Choice

by Reilly Innes, Niek Stevenson, Russell Boag, Andrew Heathcote

2022-09-12

This bookdown provides a tutorial on how to use EMC2. […] This project provides a tutorial for learning about cognitive models, namely evidence accumulation models (EAMs), their implementation and their applications. The tutorial was prepared by Andrew Heathcote, Dora Matzke, Russell Boag, Niek Stevenson and Reilly Innes. The GitHub repository for this project can be found here. The accompanying samples for the code provided here can be found at here. Throughout this guide, we’ll use some complex terminology for different aspects of modelling. We know that models exist, and in particular, … Read more →

214

[EPSY5221] Introduction to R

by Nana Kim

2022-09-12

[EPSY5221] Introduction to R […] Learning R will expand your ability to analyze and visualize data. It may seem difficult to understand R at first; but you will find it simple and fun as you learn it. Hope this brief introduction can help beginners get started with R. … Read more →

215

Who R You?

by Dr. Zachary Pilot

2022-09-11

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Hi everyone, this is the starting point. I used this class as a way to force myself to learn R and I am glad that I did. I was skeptical of R for years, I tried to learn it before and was like this sucks. Impenetrable. I think the book we’re going to use helps with that, but also the community aspect is super important. Try the stuff and if you run into a problem ask our little community on StackOverflow. In fact, as soon as you encounter I want you to post … Read more →

216

Elon R Data Camp

by Adam Aiken

2022-09-10
Elon R Data Camp

These notes cover our three hours together as we learn about using R for data analysis with R Studio. […] What is R and why are you here? We are to spend our time tonight learning about R, R Markdown, and the developer environment that puts these tools together, R Studio. How do these tools fit together? Scriptability, coding, working with our data (\rightarrow) R Reproducible, literate programming with all of our code, narrative, and formatted output in one place (\rightarrow) R Markdown A place to do this (\rightarrow) RStudio Our most important goal: Get R and RStudio running on … Read more →

217

Data Analysis

by Chia-Ching Wu

2022-09-10

A book created with bookdown. […] R語言是一個開源(open-source)的程式語言,是用來做資料探勘、統計分析與繪圖的工具。R語言是1990年代初期,奧克蘭大學統計學教授Ross Ihaka與Robert Gentleman共同開發的,在歷經了近三十年的演變後,現在由R核心團隊成員共同維護。 除了R語言之外,常見的統計分析軟體還包括了SPSS、SAS、Stata、Minitab等,甚至Microsoft office裡的Excel試算表也都可以用來做簡單的統計分析和繪圖。那麼,究竟在這麼多軟體下,R語言有什麼優勢,讓很多人選擇它呢? R語言最大的優勢在於,它是跨平台的免費軟體,而且擁有豐富的資源。 … Read more →

218

Notas para la asignatura de Matemáticas I , UCM Somosaguas

by Jorge Herrera de la Cruz

2022-09-10

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Si encuentras alguna errata o tienes alguna sugerencia, ... Read more →

219

Statistics 240 Course Notes

by Bret Larget

2022-09-09

This book contains case studies and course notes for STAT 240, Introduction to Data Modeling, at the University of Wisconsin, including instruction for many tidyverse packages […] Statistics 240 is a first course in data science and statistical modeling at the University of Wisconsin - Madison. The course aims to enable you, the student in the course, to gain insight into real-world problems from messy data using methods of data science. These notes chart an initial path for you to gain the knowledge and skills needed to become a data scientist. The structure of the course is to present a series … Read more →

220

Code for An Introduction to Spatial Analysis and Mapping in R 2nd edition

by Chris Brunsdon and Lex Comber

2022-09-08

This contains the code used in the book and will be updated as tools, functions and packages change and evolve::gitbook. […] This document includes all the code used in the book. The code is presented in the same order, in the same the sections and sub-sections in which it is found in the hard copy of the book but without any of the commentary. The code for each chapter allows the reader to copy and paste it into the R/RStudio. When the book was written, all of the code in the book was correct. However, R and its packages are occasionally updated. In most cases this is not problematic as … Read more →

221

R Function A Day

by Indrajeet Patil

2022-09-07
R Function A Day

“A book that collects (and provides an easy way to access and search) tweets from R Function A Day account that I created and maintained as a hobby project for 1 year (from 24.01.2021 to 24.01.2022).” […] A book that collects (and provides an easy way to access and search) tweets from R Function A Day account that I created and maintained as a hobby project for 1 year (from 24.01.2021 to 24.01.2022). There are 365 posts1 in this book, one for each day. Since the tweets are embedded, the web browser will be slow to load them. So please be patient. Apologies for these performance issues. If … Read more →

222

_main.knit

by © Asser Koskinen, Johan Båge and Håkan Lyckeborg

2022-09-06
_main.knit

Data Analytics I - R Assignment Global Spread of COVID-19 […] This assignment deals with a “big” data set, and you are advised to use R for your analysis. R is a programming language and environment for data analytics, machine learning and computer science. You will use real COVID-19 data taken from the Our World in Data database, which is maintained by the Oxford Martin Programme on Global Development at Oxford University. The data has been divided into samples where you will have an individual dataset of 30 countries that you will … Read more →

223

Régression linéaire avec R

by Teodor TIPLICA

2022-09-06

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::bs4_book, set in the _output.yml file. [...] Ce livre s’adresse tout d’abord aux étudiants de 1ère année du cycle ingénieur de Polytech Angers à l’Université d’Angers et se veut un support pédagogique pour le cours de Statistiques de Base pour l’Ingénieur. Deuxièmement, le livre peut intéresser tous ceux et celles qui souhaitent approfondir les concepts statistiques liés à la régression linéaire simple et multiple. Pour la bonne compréhension des aspects théoriques, ... Read more →

224

Разработка telegram ботов на языке R

by Алексей Селезнёв

2022-09-06
Разработка telegram ботов на языке R

Аудитория telegram ежедневно растёт с геометрической прогрессией, этому способствует удобство мессенджера, наличие каналов, чатов, и конечно возможность создавать ботов. Боты могут использоваться в совершенно разных целях, от автоматизации коммуникации с вашими клиентами до управления вашими собственными задачами. По сути через бота можно используя telegram выполнять любые операции: отправлять, либо запрашивать данные, запускать задачи на сервере, собирать информацию в базу данных, отправлять электронные письма и так далее. Этот веб учебник поможет вам освоить процесс разработки telegram … Read more →

225

Machine Learning for Biostatistics

by Armando Teixeira-Pinto

2022-09-05

Machine Learning for Biostatistics […] In this module we will talk about model selection and regularisation methods (also called penalisation methods), namely, ridge and lasso. We will start with classical algorithms for model selection, such as the best subset selection and stepwise (backward and forward) selection. Then we introduce the idea of bias-variance trade-off and the motivation for ridge regression. Finally, we will talk about Lasso regression and some of its extensions. By the end of this module you should be able to: The dataset fat is available in the library(faraway). You have to … Read more →

226

Simulación Estadística

by Rubén Fernández Casal (ruben.fcasal@udc.es), Ricardo Cao (rcao@udc.es)

2022-09-05

Apuntes de la asignatura de Simulación Estadística del Máster en Técnicas Estadísticas. […] IMPORTANTE: Este libro es la “primera edición” y puede no estar actualizado. Se está elaborando una nueva edición disponible en rubenfcasal.github.io/simbook2 (que se corresponde con el repositorio rubenfcasal/simbook2). Este libro contiene los apuntes de la asignatura de Simulación Estadística del Máster en Técnicas Estadísticas. Este libro ha sido escrito en R-Markdown empleando el paquete bookdown y está disponible en el repositorio Github: rubenfcasal/simbook. Se puede acceder a la versión en línea … Read more →

227

Técnicas de Remuestreo

by Ricardo Cao Abad (rcao@udc.es) y Rubén Fernández Casal (rfcasal@udc.es)

2022-09-05

Apuntes de la asignatura de Técnicas de Remuestreo del Máster en Técnicas Estadísticas. […] Este libro contiene los apuntes de la asignatura de Técnicas de Remuestreo del Máster en Técnicas Estadísticas. Este libro ha sido escrito en R-Markdown empleando el paquete bookdown y está disponible en el repositorio Github: rubenfcasal/book_remuestreo. Se puede acceder a la versión en línea a través del siguiente enlace: https://rubenfcasal.github.io/book_remuestreo. donde puede descargarse en formato pdf. Para ejecutar los ejemplos mostrados en el libro será necesario tener instalados los … Read more →

228

Machine Learning: Teoría y Práctica

by victor_morales

2022-09-03

Machine Learning: Teoría y Práctica […] Este documento está en construcción. Tiene por objetivo recoger material necesario para impartir un curso aplicado de técnicas de Machine Learning. Esta primera versión realiza una revisión detallada de aprendizaje supervizado, no supervizado e incluye una introducción al procesamiento de lenguaje natural (NLP). En la medida de lo posible el documento trabaja con datos de Ecuador. Además, el software utilizado para su desarrollo es R. Series de Tiempo Econometría Espacial Métodos de evaluación de … Read more →

229

Matilda Intro to R Workshop

by Marius Mather (with tweaks by Rachel Visontay and Siobhan O’Dean)

2022-09-01

An accessible introduction to R that doesn’t assume programming experience […] This course has been adapted from ex-Matilda Marius Mather’s R for Academics course. This session is designed to get people started with a programming approach to data management and analysis. We’ll be using R, but a lot of the concepts in R will transfer to other software. … Read more →

230

Making Sense of Data with R

by Yi Shang

2022-09-01

This is the companion book of the course ED 101 Making Sense of Data offered in the Department of Education at John Carroll University. […] Step 1: Log in to your JCU (google) email account Step 2: Click here or type the short URL: https://colab.to/r to open a new R notebook in Colab. To check if this is really an R notebook (instead of python), click on the “Runtime” tab, then click on “change runtime type.” And you should see this: Now hit “Cancel” and go back to the notebook. Try typing a line of code in the cell, such as: To run this line of code, either hit the play button: Or … Read more →

231

Interactive Intermediate Microeconomics

by Yogi Gohel

2022-08-30

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::bs4_book, [...] This book is designed to help students develop an intuition for intermediate microeconomic concepts using interactive plots and animations. By no means is this a replacement for your course textbook; it should serve as a supplement that builds confidence towards more complex topics. This book is still a work in progress, so there is a chance you will find typos or inconsistencies. Please let me know if you find any at ... Read more →

232

AI4PH2022.knit

by Yuan Tian, Ph.D(c)

2022-08-30

Welcome to AI4PH Summer Institute 2022. […] The material is prepared for the tutorial session of the AI4PH event 2022. Please do not cite or distribute without author’s … Read more →

233

Machine Learning

by Dr. S. Jackson

2022-08-29

These are the course notes for the Machine Learning module of Durham University’s Masters of Data Science course. […] Welcome to the material for the first half of the Machine Learning module MATH42815 of the Masters of Data Science course at Durham University. These pages may update as the course progresses, and consist of relevant lecture notes, practical demonstrations (in R) and practical workshop sessions. I would recommend that you use the html version of these notes (they have been designed for use in this way), however, there is also a pdf version of these notes. If you would like … Read more →

234

R for Quantitative Chemistry

by David Gosser Jr.

2022-08-29

R for Quantitative Chemistry … Read more →

235

Introduction to R

by Nana Kim

2022-08-26

A workshop file for Intro to R workshop in EP762 class […] Learning R will expand your ability to analyze and visualize data. It may seem difficult to understand R at first; but you will find it simple and fun as you learn it. Hope this brief introduction can help beginners get started with R. … Read more →

236

Курс ‘Циклы и функционалы в языке R’

by Алексей Селезнёв

2022-08-26
Курс ‘Циклы и функционалы в языке R’

Бесплатный видео мини курс по итерационным операциям и многопоточности в языке R […] Если вы недавно начали изучать язык R, то наверняка неоднократно слышали от более опытных коллег фразу “В R не принято использовать циклы”. Связано это негласное правило с тем, что большинство функций в языке R поддерживают векторизацию, т.е. они уже под капотом имеют встроенный механизм итерирования. Даже если нужная вам функция не поддерживает векторизацию, вы всегда можете использовать функциональный стиль программирования. Циклы, и в целом итерационные конструкции, позволяют избегать излишнего … Read more →

237

STM1001 Topic 5: Hypothesis Testing

by Amanda Shaker

2022-08-26

STM1001 Topic 5 […] Having learnt in the previous topic about the distribution of the sample mean, (\overline{X}), we are now ready to learn how we can use that distribution to help us draw inferences about the population mean (\mu). For example, suppose it was believed that in general, the average cholesterol level was (\mu = 5.0) mmol/L. Further suppose the cholesterol levels of 72 patients were measured, and we wanted to ascertain: Is the average cholesterol level of patients from this population different from 5.0 mmol/L? To answer this question, we can use perhaps the most famous … Read more →

238

Supplementary Materials for Gene Co-expression Network Estimation for Spatial Transcriptomics

by Satwik Acharyya, Xiang Zhou, Veera Baladandayuthapani

2022-08-26

This containes all the supplementary materials for the paper named SpaceX: Gene Co-expression Network Estimation for Spatial Transcriptomics. […] The spatial transcriptomics method depicts the positioning of a single cell on a spatially structured tissue. Knowledge about gene expressions and the spatial distribution of mRNA allows us to uncover cellular and subcellular heterogeneity in tissues, tumors, and immune cells. Spatial transcriptomics provides a unique opportunity to decipher both the cellular and subcellular architecture in both tissues and individual cells along with detection of … Read more →

239

STM1001 Topic 4: Sampling Distributions

by Amanda Shaker

2022-08-26

STM1001 Topic 4 […] In this topic we will learn more about the purpose of sampling, along with how we can use samples to infer things about the population from which a sample was taken. For now, the main characteristic of a population we will focus on will be the population mean. However, many of the concepts we will learn about here are applicable to other characteristics as well. We will begin with an overview of the purpose of sampling followed by a discussion of the sample mean. Next, the remarkable Central Limit Theorem will be introduced and discussed. Using this foundation, we will … Read more →

240

R para Psicólogos

by Cainã, Martins, Jaloto e Dinardi

2022-08-25

Esse é o começo de um projeto lindo!. […] ESSA PARTE VAI MUDAR This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). The bookdown package can be installed from CRAN or Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level heading #. To compile this example to PDF, you need XeLaTeX. You are recommended to install TinyTeX (which includes XeLaTeX): https://yihui.name/tinytex/. … Read more →

241

Shiny Notebook

by Hao Sun

2022-08-25

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This bookdown is used to take some notes of shiny app. In this notebook, you can find some common shiny commands which can help you build a shiny app. Here are some useful ... Read more →

242

Reproducible Science for Busy Researchers: How to Save Time using Literate Programming

by Dr. Andrew P. Lapointe

2022-08-23

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Signe recommended students run a live tutorial in swirl Google Analytics https://benmarwick.github.io/bookdown-ort/mods.html#google-analytics These resources are not relevant for students but they are to me. To render the book used the following code, you must do this before knitting the GitBook (webpage) The _output.yml contains the header arguments. I would but them here so its cleaner and easier to read the code. Is there a way I can have matlab code … Read more →

243

huxtable-mwe

by Zhenning ‘Jimmy’ Xu, Ph.D.

2022-08-22

Matured Big Data Analytics provides new product, consumer, market, and competitor insights in a real-time fashion. […] This is an early draft for my Marketing Research course (MKTG4000) at CSUB. The free mannual (outline) is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. “I do not care which tool or language you use for assignments, as long as you do your own work.” You can access the script on the course website. You don’t need to actually know to code in R for this course although you will be able to pick up this skill slowly when we … Read more →

244

Mengfei NeuroBook

by Mengfei Cai

2022-08-22

Neuroimaging is fascinating. […] Welcome to Mengfei’s NeuroBook. I am Mengfei Cai and obtained my PhD degree from Radboud University Medical Center (Radboudumc) on 19th April, 2022, supervised by Prof. FrankErik de Leeuw, Prof. Marco Duering, and Dr. Anil Man Tuladhar. My Doctorate dissertation was entitled “Temporal dynamics of cerebral small vessel disease: A motor perspective,” with the aim to investigate how cerebral small vessel disease is involved into the motor functioning based on the well-known RUN DMC prospective cohort study. Specifically, we applied neuroimaging techniques to … Read more →

245

QCA with R

by Adrian Dușa

2022-08-21

The main manual for the QCA package in R […] The initial idea to write this book emerged in August 2016, with the intention to update the description of package QCA in R. A lot of things have changed since the appearance of the previous user guide four years before, when the package reached version 1.0-0. Most of the commands are backwards compatible, meaning that all examples from the previous guide still work with the current version of the package. There are some minor but important differences, for instance the function calibrate() has its default changed from type = “crisp” to type = … Read more →

246

GSB 518 Handouts

by Kevin Ross

2022-08-20

Kevin Ross This is a selection of Handouts for Cal Poly GSB 518, Essential Statistics for Business Analytics, covering topics in Probability and … Read more →

247

Curso: R para análisis de datos

by Diana García Cortés

2022-08-20

Contenido del curso: R para análisis de datos […] Este libro contiene las notas desarrolladas para acompañar el curso de “R para análisis de datos”, para mujeres. Pretende ser un compendio de anotaciones de los temas tratados, con la finalidad de que las participantes cuenten con material de apoyo y consulta. No pretende ser una fuente exhaustiva sobre el uso de los paquetes de tidyverse ya que para eso existen excelentes recursos como: R for Data Science [1] y su versión en español: R para ciencia de datos [2]. Este contenido se encuentra en … Read more →

248

Componente G - ENEL

by Oscar Duarte & Luis Gallego

2022-08-16

Este es un documento de los desarrollo realizados en el marco del proyecto de caracterización del componente G […] De acuerdo a la regulación vigente, la componente G está determinada por: [\begin{equation} \label{G} \begin{split} G_{m,i,j} & = Qc_{m-1}[P_{{Contratos}{m-1}}]+(1-Qc{m-1})P_{{bolsa}{m-1}} + AJ{m} \ G_{m,i,j} & = Qc_{m-1}[\alphaPc_{m-1} + (1-\alpha)*Mc_{m-1}]+(1-Qc_{m-1})*Pb_{m-1} + AJ_{m} \end{split} \end{equation}] donde: (Qc_{m-1}) : Porción de la demanda de mercado regulado del comercializador que es atendida mediantes compras en contratos bilaterales en el mes … Read more →

249

Responsible applied statistics in R for behavioral and health data (working title)

by Anshul Kumar

2022-08-15

This textbook accompanies the course HE-902 in the PhD in HPEd program at MGHIHP (http://mghihp.edu/phdhped). HE-902 is a statistics course that equips students to analyze healthcare and/or behavioral data in R. […] This textbook accompanies the course HE-902—Advanced Statistical Modeling for Health Professions Education—in the PhD in HPEd program at MGH Institute of Health Professions. HE-902 is a statistics course that equips students to analyze healthcare and/or behavioral data in R. This online textbook is the main resource to guide you through the course HE-902 in the Spring 2023 … Read more →

250

Памятка мигранта: Алтайский край

by Коллектив авторов: Максимова С.Г., Ноянзина О.Е., Омельченко Д.А., Сарыглар С.А.

2022-08-12
Памятка мигранта: Алтайский край

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Алтайский край – богатый и красивый регион, который славится талантливыми людьми, красивой природой, щедрой землей, богатыми традициями и обычаями! Издревле на Алтай со всех сторон света приезжали те, кто мечтал о новой и лучшей жизни, и всех наш край принимал с достоинством и благодарностью, всем находилось место и дело. В Алтайском крае созданы благоприятные условия для межкультурной коммуникации, взаимодействия с ... Read more →

251

An Introduction to Probability and Simulation

by Kevin Ross

2022-08-11

This textbook presents a simulation-based approach to probability, using the Symbulate package. […] Why study probability? Why use simulation to study probability? The examples in this book are used to both motivate new topics and to help you practice your understanding of the material. You should attempt the examples on your own before reading the solutions. To encourage you to do so, the solutions have been hidden. You can reveal the solution by clicking on the Show/hide solution button. Here is where a solution would be, but be sure to think about the problem on your own first! (Careful: … Read more →

252

R 语言学习笔记

by Ruohan Li

2022-08-10

R 语言学习笔记 […] 首先要下载并安装 r 和 rstudio, 操作在 rstudio 中进行。 学习资源:MarinStatsLectures - Home【麦子】R语言系列课程3:方差分析_哔哩哔哩 (゜-゜)つロ … Read more →

253

Practical 4 - Transforming variables and further examining model assumptions

by Megan Ruffle

2022-08-10

Practical 4 - Transforming variables and further examining model assumptions … Read more →

254

Practical 2 - Understanding correlation and further exploring relationships

by Team in Room 420 - Megan Ruffle, Naphon Olley, Jennifer James, William Ryan

2022-08-10

Practical 2 - Understanding correlation and further exploring relationships […] After attending this lab, you should be able to use R to: In the lectures we learned how to assess the strength of a linear relationship between random variables using the correlation coefficient. The population correlation is a measure of the magnitude of the strength of the relationship between two random variables X and Y, and is defined as [\begin{equation} \rho(X,Y) = \frac{\text{Cov}(X,Y)}{\sqrt{\text{Var}(X)\text{Var}(Y)}}, \tag{1.1} \end{equation}] and can be estimated by replacing each of … Read more →

255

Practical 6 - Variable Selection

by Team in Room 420 - Megan Ruffle, Naphon Olley, Jennifer James, William Ryan

2022-08-10

Practical 6 - Variable Selection […] After attending this lab, you should be able to use R to: In Chapter 3 of the lectures, we explored the use of confidence intervals in the selection of a model. We had already seen the use of (R^2) as a measure of the model’s goodness of fit and residual plots to check assumptions. These methods work best when there are only a small number of explanatory variables. We shall explore another technique for model selection. One approach to model selection is to start with a model containing all variables and use an automatic approach in order to determine … Read more →

256

510 Notes

by Hao Sun

2022-08-09

This is a notebook for STAT 510 for personal usage. […] This is a notebook for STAT 510, instructed by Dr. Dan Nettleton. The notes are based on the class notes from this webpage and should only be used for personal … Read more →

257

Documentação da AC: Um guia para transformação, formatação e modelagem de dados

by Academia Científica

2022-08-09

Este é um guia para as análises estatísticas da Academia Científica. […] A ideia deste guia é padronizar e facilitar as análises estatísticas da Academia Científica. O objetivo não é fixar as análises, mas facilitar o entedimento dos membros da empresa, o seu próprio entedimento e uniformizar as formatações. Porém, cada um possui sua particularidade e individualidade, ou seja, as ideias aqui presentes podem (e devem) serem modificadas. Algumas ferramentas são imprescindíveis para a análise e para a comunicação efetiva entre a equipe. O objetivo é que elas sejam as mais completas e ao mesmo … Read more →

258

醫學統計學

by 王 超辰 Chaochen Wang

2022-08-06
醫學統計學

醫學統計學 […] We are drowning in information and starving for knowledge. — Rutherford D. Roger 尚未想好寫什麼作前言。我只是默默地想留下一些筆記和思考。本書用了兩個 R 包編譯,分別是 knitr (Xie 2015) 和 bookdown (Xie 2018)。 在開始倒計時離開倫敦的時刻,我再次翻閱這些思考過的,痛苦過的,糾結過的,忐忑過的,這一年的學習筆記,感慨良多。倫敦衛生與熱帶醫學院 曾經是,現在依然還是我魂牽夢繞的學院,它的歷史積澱,它的小巧精緻,在它的樓道里度過的每一天都是那麼的充實而值得感動。這本書不僅僅是我的統計學學習的心路歷程,還傾注了這裡每一位老師,每一個一起奮鬥過的同學,我們的歡聲 … Read more →

259

Translational Bioinformatics with R

by Zhaojie Zhang

2022-08-05

This is a book of using R in Translational Bioinformatics. The output format for this example is bookdown::gitbook […] This book is written and rendered using the bookdown package, which can be installed from CRAN or Github: Two key steps to render the Book from the Github repo “gongchang/TBioR” and deploy it to bookdown.org: #{r} #bookdown::render_book(“index.Rmd”, “bookdown::gitbook”) #bookdown::publish_book() … Read more →

260

Introductory predictive analytics and machine learning in education and healthcare

by Anshul Kumar

2022-08-05

This textbook accompanies the course HE-930 in the PhD in HPEd program at MGH Institute of Health Professions. This book introduces students to basic predictive analytics and machine learning, with examples and applications related to education and healthcare. […] This textbook accompanies the course HE-930—Statistics/Predictive Analytics for Health Professions Education—in the PhD in HPEd program at MGH Institute of Health Professions. HE-930 is a data analytics course that introduces students to basic predictive analytics (PA) and machine learning (ML), with examples and applications … Read more →

261

PrioriTree: an Interactive Web Utility for Specifying Priors and Assessing Their Impacts in BEAST Biogeographic Analysis

by Jiansi Gao, Michael R. May, Bruce Rannala, Brian R. Moore

2022-08-05

PrioriTree (https://jsigao.shinyapps.io/prioritree/) is an interactive web utility designed to help researchers specify input files for—and process output files from—analyses of biogeographic history performed using the BEAST software package (Drummond et al. 2012; Suchard et al. 2018). The discrete-geographic models implemented in BEAST (Lemey et al. 2009; Edwards et al. 2011) contain many parameters that must be inferred from minimal information (the single geographic area in which each pathogen occurs); inferences under this approach are therefore inherently sensitive to the assumed priors … Read more →

262

Practical 1 - Exploring relationships and fitting linear models

by Team in Room 420 - Megan Ruffle, Naphon Olley, Jennifer James, William Ryan

2022-08-04

This is an example of using the bookdown package to write a ‘book’ for a lab. The output format for this example is bookdown::gitbook. […] Intended learning outcomes: produce scatterplots of report quality; fit linear regression models by using lm; interpret least squares estimates of model parameters; calculate least squares estimates of model parameters for simple linear regression. In the lectures we have examined relationships between variables using scatterplots. We have considered how to fit a linear model, through estimating the parameters such as (\beta) in the linear model (Y_i = … Read more →

263

R Guide

by Asser Koskinen

2022-08-04
R Guide

R Guide […] R is a programming language and environment for data analytics, machine learning and computer science. This brief guide will get you … Read more →

264

Mixed BART Models: maths and discussion

by Bruna Wundervald

2022-08-02

Mixed BART Models: maths and discussion […] This documents works as a summary of our work towards building a “Mixed model” style BART. All the maths in detail will be written here, as well as our simulation … Read more →

265

PREVENT-MINS PROTOCOL

by Ośrodek Intensywnej Terapii i Medycyny Okołozabiegowej Collegium Medicum

2022-08-02

Protokół badania klinicznego PREVENT-MINS. […] Iwabradyna w zapobieganiu uszkodzeniu mięśnia sercowego po operacjach pozasercowych - badanie PREVENT-MINS. Wersja 2.1 z dnia 10.03.2022 Główny badacz Prof. dr hab. n. med. Wojciech Szczeklik Adres: ul. Wrocławska 1-3, 30-901 Kraków, Polska Email: wojciech.szczeklik@uj.edu.pl Ośrodek koordynujący Nazwa: Ośrodek Intensywnej Terapii i Medycyny Okołozabiegowej Collegium Medicum UJ Adres: ul. Wrocławska 1-3, 30-901 Kraków, Polska Email: prevent@uj.edu.pl Komitet sterujący: Prof. dr hab. n. med. Wojciech Szczeklik Prof. Philip J. Devereaux MD, … Read more →

266

OPIEKA OKOŁOOPERACYJNA

by Pod redakcją prof. Wojciecha Szczeklika

2022-08-01

Podręcznik powstał na podstawie artykułów opublikowanych na łamach czasopisma Medycyna Praktyczna & portalu intensywna.pl. [...] lek. Dorota Studzińska1, prof. dr hab. n. med. Wojciech Szczeklik2 Konsultacja: prof. dr hab. n. med. Dorota Zozulińska‑Ziółkiewicz Niniejszy artykuł został oparty na wytycznych Polskiego Towarzystwa Diabetologicznego (PTD). Dodatkowo, ze względu na dynamicznie zmieniające się trendy w opiece okołooperacyjnej – na przykład wzrost liczby zabiegów wykonywanych w trybie jednego dnia, wprowadzenie zasad protokołu ERAS (enhanced recovery after surgery – ... Read more →

267

Theory in ecology and evolution with applications for a changing world

by Andrew J. Rominger

2022-08-01

Theory in ecology and evolution with applications for a changing world […] Foo foo foo Bar bar … Read more →

268

数据分析残卷

by 于淼

2022-08-01

数据分析世界的清明上河图 […] 学习都是从模仿开始的,而模仿则意味着不加区别的接受,若是混口饭吃,自然也就够了,但模仿多了便能看到这知识表象下的东西。如果还能提炼一下,变成了自己的经验,各种经验互相联系影响,便有了理论。所以学习大都从知识点开始,而以形成一家之言为终,倘若这一家之言可以得到别人的认可,知识就开始传承了。且不论有多少东西会被反复发现发明出来,但是世界在某种程度上是可知的便是智慧生物生存的福利。 就数据分析而言,我自学过很多教材,可以说不同门派间手段差异非常大,但总又妄想一统江湖,所以便有了这份笔记来整合。不论最终的完成度如何,这都只会是一本残卷,因为这世界总有未知,也因此总有希望。 … Read more →

269

Machine Learning for Biostatistics

by Jaroslaw Harezlak & Armando Teixeira-Pinto

2022-08-01

Machine Learning for Biostatistics […] This module will cover methods to explore non-linear effects of numerical predictors on the outcome. By the end of this module you should be able to: The dataset triceps is available in the MultiKink package. You may install.packages(“MultiKink”), load the library (library(MultiKink)) and then run data(“triceps”). The data are derived from an anthropometric study of 892 females under 50 years in three Gambian villages in West Africa. There are 892 observations on the following 3 variables: The data SA_heart.csv is retrospective sample of males in a … Read more →

270

Resampling method

by Armando Teixeira-Pinto

2022-08-01

Resampling method […] This module will cover bootstrap and cross-validation. These are two important techniques that are useful to study sample variability, evaluate model performance and choosing tuning parameters in many of the methods covered in this unit. We will switch the order presented in the book Introduction to Statistical Learning and start with bootstrap and then proceed to cross-validation. By the end of this module you should be able to: The file bmd.csv contains 169 records of bone densitometries (measurement of bone mineral density). The following variables were collected: The … Read more →

271

Design Notebook

by Hao Sun

2022-08-01

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a note for popular clinical trial designs. Each design contains some corresponding literature, a shiny app for calculation and computation ... Read more →

272

STM1001 Topic 2 - Descriptive Statistics

by Amanda Shaker

2022-08-01

STM1001 Topic 2 […] Having learnt how to present data in the last topic, in this topic our focus will be on describing data, or, descriptive statistics. We will be learning how to describe data using both numerical and graphical measures. Throughout this topic’s content, we will be considering some examples based on free material from Gapminder.org (Gapminder.org … Read more →

273

Probability Handouts

by Kevin Ross

2022-07-31

Kevin Ross A selection of Handouts for STAT 305 and STAT … Read more →

274

Opieka okołooperacyjna

by Podręcznik przygotowany na podstawie artykułów opublikowanych na łamach czasopisma Medycyna Praktyczna & portalu intensywna.pl

2022-07-29

Opieka okołooperacyjna […] … Read more →

275

Opieka Okołooperacyjna

by Podręcznik przygotowany na podstawie artykułów opublikowanych na łamach czasopisma Medycyna Praktyczna & intensywna.pl

2022-07-29

Opieka Okołooperacyjna […] … Read more →

276

Normas Eleitorais 2022

by Armando Nahmias

2022-07-29

Normas Eleitorais 2022 […] Organização: ARMANDO NAHMIAS ASSESSOR DE … Read more →

277

STM1001 Topic 3: Probability and Distributions

by Amanda Shaker

2022-07-29

STM1001 Topic 3 […] In this topic, we will consider the concept of probability. We will then consider both continuous and discrete random variables, and then introduce perhaps the most famous probability distribution of all: The Normal Distribution. Finally, we will consider some other continuous and discrete … Read more →

278

BASIC STATISTICS

by Nannan Wang

2022-07-25

BASIC STATISTICS […] … Read more →

279

10 Fundamental Theorems for Econometrics

by Thomas S. Robinson  (

2022-07-24

This book walks through the ten most important statistical theorems as highlighted by Jeffrey Wooldridge, presenting intuiitions, proofs, and applications. […] A list of 10 econometric theorems was circulated on Twitter citing what Jeffrey Wooldridge claims you need to apply repeatedly in order to do econometrics. As a political scientist with applied statistics training, this list caught my attention because it contains many of the theorems I see used in (methods) papers, but which I typically glaze over for lack of understanding. The complete list (slightly paraphrased) is: As an exercise … Read more →

280

TLTE-889 Project

by Nannan Wang

2022-07-24

TLTE-889 Project […] … Read more →

281

Effective Communication in Team Collaboration

by Team 4WARD

2022-07-23

Effective Communication in Team Collaboration […] This is a guidance written for prospective MBAn students at University of Michigan, Stephem M. Ross School of Business. Congratulations on your excellent academic performance and outstanding leadership that made you a proud Ross MBAn OYM student. Fig.1 MBAn Class of … Read more →

282

Philosophical Ethics

by George W. Matthews

2022-07-19
Philosophical Ethics

This book is an introduction to philosophical ethics intended for use in high school or college classes. It includes chapters on logic and argumentation, major philosophical approaches to ethics and a few chapters outlining topics in applied ethics. … Read more →

283

Regression and Analysis of Variance

by Trevor Hefley

2022-07-18

Course notes for Regression and Analysis of Variance (STAT 705) at Kansas State University for Summer 2022 […] This document contains the course notes for Regression and Analysis of Variance at Kansas State University (STAT 705). During the semester we will cover the basics such as regression and ANOVA modeling, parameter estimation, model checking, inference, and prediction. We may also cover modern topics such as regularization, random effects, generalized linear models, machine learning approaches, and Bayesian regression and … Read more →

284

Otago Marine Core Sediment Facility MPI Transitional Facility Manaual for Holding and Processing Uncleared Risk Goods

by orca

2022-07-18

Otago Marine Core Sediment Facility MPI Transitional Facility Manaual for Holding and Processing Uncleared Risk Goods … Read more →

285

数据科学中的 R 语言

by 王敏杰

2022-07-16

This book is an overview of how practitioners can acquire, wrangle, visualize, and model data with the R and Stan. […] 你好,这里是四川师范大学研究生公选课《数据科学中的R语言》的课程内容。R语言是统计编程的第一语言,近几年Tidyverse的推出大大降低了R语言的学习难度。Tidyverse是一系列R包的集合,包含了dplyr、ggplot2、tidyr、stringr等,从数据导入预处理,再到高级转化、可视化、建模和展示。因为其代码清晰可读的编程风格,得到越来越多人的喜爱。考虑到大家来自不同的学院,有着不同的学科背景,因此讲授的内容不会太深奥(要有信 … Read more →

286

myblog - My Reading Logs

by jwtsai

2022-07-15

Welcome to this … Read more →

287

释放潜能:社会责任投资助力乡村振兴

by 胡煦

2022-07-15

2022年社会责任投资报告 […] 构建一个包容、平等的社会已经成为人们的普遍诉求;在地球可以承载的范围内追求物质繁荣也成为国际社会广泛认可的发展观念。对于中国而言,可持续发展离不开乡村振兴。构建包容社会需要缩小城乡差距,应对气候变化需要提高农民抵御气候风险的能力,而保护生态环境则需要改变粗放的农业生产方式。 达到这些目标,不仅需要提升农业农村基础设施、发展乡村产业,还需要提高公共服务水平、推动乡村生态产品价值实现。这些都需要资金投入,但地方主体普遍面临融资困境。县级财政捉襟见肘,影响乡村公共品的水平和质量。农村中小银行资本金不足,限制了它们进一步向农村地区市场主体提供信贷支持的能力。乡村的能人志士和企业家是内生动力,融资问题制约了他 … Read more →

288

1000013-B Probabilidad y Estadística Fundamental

by Camilo José Torres Jiménez

2022-07-13

Material de clase para la asignatura 1000013-B Probabilidad y Estadística Fundamental, de la Universidad Nacional de Colombia - Sede Bogotá. [...] El presente es parte del material que se utilizará para las clases de la asignatura 1000013-B Probabilidad y Estadística Fundamental. Dicha asignatura está dirigida a estudiantes de las carreras de la Facultad de Ciencias Económicas y la Facultad de Ingeniería, y es ofrecida por el Departamento de Estadística de la Facultad de Ciencias de la Universidad Nacional de Colombia, Sede ... Read more →

289

Data Analysis in R

by Steve Midway

2022-07-13

This is a text that covers the principles and practices of handling and analyzing data. … Read more →

290

Data Integration, Manipulation and Visualization of Phylogenetic Trees

by Guangchuang Yu

2022-07-13
Data Integration, Manipulation and Visualization of Phylogenetic Trees

Master ggtree package suite to handle tree with data. […] I am so excited to have this book published. The book is meant as a guide for data integration, manipulation and visualization of phylogenetic trees using a suite of R packages, tidytree, treeio, ggtree and ggtreeExtra. Hence, if you are starting to read this book, we assume you have a working knowledge of how to use R and ggplot2. The development of the ggtree package started during my PhD study at the University of Hong Kong. I joined the State Key Laboratory of Emerging Infectious Diseases (SKLEID) under the supervision of Yi Guan … Read more →

291

Econometria com Simulação e Visualização de Dados

by Igor Procópio

2022-07-11

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. ... Read more →

292

Introduction to R for Data Science: A LISA 2020 Guidebook

by Jacob D. Holster

2022-07-10

Introduction to R for Data Science: A LISA 2020 Guidebook […] Data science is emerging as a vital skill for researchers, analysts, librarians, and others who deal with data in their personal and professional work. In essence, data science is the application of the scientific method to data for the purpose of understanding the world we live in. More specifically, data science tasks emerge from an interdisciplinary amalgam of statistical analysis, computer science, and social science research conventions. Although other programming languages such as python exceed R in general popularity, R … Read more →

293

Kinesiska

by cda

2022-07-09

Kinesiska […] R is a programming language and environment for statistical computing and graphics. This brief guide will get you … Read more →

294

Meta-Workflow

by Miao YU

2022-07-09
Meta-Workflow

This is a workflow for metabolomics studies. […] This is an online handout for mass spectrometry based metabolomics data analysis. It would cover a full reproducible metabolomics workflow for data analysis and important topics related to metabolomics. Here is a list of topics: This is a book written in Bookdown. You could contribute it by a pull request in Github. A workshop based on this book could be found here. Meanwhile, a docker image xcmsrocker is available for metabolomics reproducible research. R and Rstudio are the software needed in this … Read more →

295

现代科研指北

by 于淼

2022-07-09

才疏学浅,不知何为真,仅通少错之法,故不敢言南,仅指北。或曰:现代科研挖坑/跳坑指南。 […] 这本书会通过协作方式不断在线更新,版本号从2.7开始,会以自然底数为模版不断增长,没有尽头。在此特别感谢谢益辉博士开发的 bookdown 包,没有基于 rmarkdown 的完整软件生态,这本书不会落地。 本书感谢知乎 @羲洁、张汇泉、 @wogong 对书稿的校正,特别感谢电子工业出版社付睿与许艳老师对本书出版的帮助。 … Read more →

296

自然生活的数学原理

by 于淼

2022-07-09

《自然生活的数学原理》,又名《新毕达哥拉斯主义》是一本于 2222 年出版的小册子,曾获得《银河系漫游指南》编辑认可而入选附录,但因编辑当天在厕所里作出录用决策后发现没带纸而失去机会,目前以薛定谔的猫态存在于作者脑中,旨在用最简单的数学原理进行日常生活决策,不断提升或降低生活幸福感。 生活在地球上的灵长类人类是一种奇怪的智慧动物,其进化后遗症包括但不限于没有发情期或者说性成熟后每时每刻都处于发情期、机体废气排放机制经常失灵、意识对行为存在虚幻的控制解释等等。 … Read more →

297

STM1001 Topic 1: Introduction to statistics and presenting data

by Amanda Shaker

2022-07-08

STM1001 Topic 1 […] Where are we headed in this subject? In this subject, we will be learning how to Make Sense of Data. One of the most important tools we can use to do so is Statistics. What is Statistics? Statistics allows us to make sense of data. It involves collecting, describing, and analysing data, and sometimes drawing conclusions from data. In a nutshell, the above definition describes exactly what we will be doing throughout this subject. We will be learning about how to collect data. Once we have a data set, how can we then make sense of it? It is always a good idea to begin by … Read more →

298

DOCUMENTATION AND METHODOLOGY

by Olivier Adjonyo

2022-07-06

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::gitbook, [...] Kcov is a code coverage tool which analyzes which lines of code are executing and which are not executed when the test suite (e.g: test-unit or test-kat) runs. In other words, it helps us to measure the efficiency of tests implementations. Noticing that a function is not covered as expected can be a signal check if there is a test implementation for this function in the test-suite. If the coverage of a function ... Read more →

299

R-Shiny-Book.knit

by loankimrobinson

2022-07-06

This book is for the beginner, intermediate and advanced R programmer looking to produce higher level reporting and advanced visualization techniques using R Shiny. […] … Read more →

300

An introduction to using RUV-III-NB: Removing unwanted variation in single cell RNA-seq data

by Alysha M De Livera and Agus Salim

2022-07-06

This is an introduction to using RUV-III-NB (Salim et al. 2022) for removing unwanted variations from single cell RNA sequencing data. […] This is an introduction to using RUV-III-NB for removing unwanted variation from single cell RNA sequencing data (Salim et al. 2022). The first section RUV-III-NB model below briefly explains the statistical methodology behind RUV-III-NB. Readers who are not interested in the methodology can move straight to Preliminary settings. RUV-III-NB models the raw count for gene (g) and cell (c), (y_{gc}), as Negative Binomial (NB), (y_{gc} \sim … Read more →

301

Introducción a la minería de datos

by Jorge Herrera de la Cruz

2022-07-05

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Estas son las notas de clase para la asignatura de Fundamentos de Data Mining y Big Data del Grado en Inteligencia de Negocios de CEU San ... Read more →

302

STM1001 Topic 6: t-tests for two-sample hypothesis testing

by Amanda Shaker

2022-07-02

STM1001 Topic 6 […] Having learnt in the previous topic about Hypothesis Testing via the one-sample (t)-test, this week we will extend our knowledge to two more types of (t)-tests: the two-sample (t)-test for independent samples, and the two-sample (t)-test for dependent (paired) samples. Throughout this topic, we will refer to these tests as the independent samples (t)-test and the paired (t)-test respectively. In this topic, we will learn what each of these tests are via examples, as well as the following important steps: Finally, in addition to learning how to determine … Read more →

303

Statistika dan Sains Data untuk Bisnis

by Aep Hidayatuloh

2022-07-01
Statistika dan Sains Data untuk Bisnis

Menggunakan analisis data sebagai penunjang utama pengambilan keputusan dan pengembangan bisnis. Buku ini ditulis untuk menuangkan ide berbagi pengetahuan berdasarkan hasil belajar, pengalaman melakukan pekerjaan dan penelitian di beberapa bidang bisnis sebagai konsultan analisis data, maupun karyawan di sebuah perusahaan. Tujuan utama dari buku ini adalah untuk membantu Anda yang ingin belajar analisis data menggunakan R melalui pendekatan bisnis ataupun Anda yang ingin belajar bahasa pemrograman R dari dasar. Contoh kasus yang disajikan diharapkan dapat memperdalam pemahaman pembaca mengenai materi dari sisi permasalahan bisnis yang dapat diselesaikan. Read more →

304

Introduction to R for Health Data Science

by Statistics Team

2022-07-01

Introduction to R course, as used on MSc Health Data Science […] As a health data scientist, it is vitally important that you have a firm understanding of a statistical programming language, and that you can work in a clear, reproducible fashion. This course will provide you with the baseline skills to use R for health data science. Get you ‘up and running’ using R and RStudio on your machine. Introduce the basics of programming in R (a key skill for a health data scientist). Introduce good practices of workflows and reproducibility in data science. Enable you to develop your skills … Read more →

305

R语言echarts4r中文手册

by liubao

2022-07-01

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] ECharts是一个基于JavaScript的开源可视化图表库,由于其交互性强、使用简单、界面美观、自定义程度强等特点被广泛应用,国内互联网公司内部多使用此开源库制作内部的数据中台或业务看板。ECharts最初由百度团队开源,并于2018年初捐赠给Apache基金会,成为ASF孵化级项目。John Coene将基于javascript的echarts库成功与R语言结合,构建成echarts4r包,使得R的使用 ... Read more →

306

Series de Tiempo

by victor_morales

2022-06-30

Este documento está en construcción. Tiene por objetivo recoger material necesario para impartir un curso aplicado en modelización de Series de Tiempo. Puede dividirse en tres grandes componentes: i) Análisis exploratorio y descomposición, 2) modelización de series univariantes (incluye, ARIMA, ARCH y GARCH) y i) modelización de series multivariantes, expecíficamente de Modelos Vectoriales Autorregresivos (VAR). En la medida de lo posible el documento trabaja con series de tiempo del Ecuador. Además, el software utilizado para el análisis, estimación y predicción es R. Otros contenidos … Read more →

307

Computer Intensive Statistics: APTS 2021–22 Supporting Notes

by Paul A. Jenkins & Richard Everitt

2022-06-30

Computer Intensive Statistics: APTS 2021–22 Supporting Notes […] These notes were intended to supplement the Computer Intensive Statistics lectures and laboratory sessions rather than to replace or directly accompany them. As such, material is presented here in an order which is logical for reference purposes after the week and not precisely the order in which it was to be discussed during the week. There is much more information in these notes concerning some topics than would have been covered during the week itself. One of their main functions is to provide pointers to the relevant … Read more →

308

Interstate Conflict

by Yuleng Zeng

2022-06-29

This is a graduate-level seminar on interstate conflict. I started teaching this course at the University of Salzburg in 2022. The intention of maintaining this website is to facilitate my teaching and to keep track of the resources. Feel free to use this website for education purposes. If you see any errors or have suggestions, please do let me know (contact me). The syllabus of this class can be downloaded here: Conflict. Please right click on the link and download or open it in a new … Read more →

309

Course script for SICSS Paris

by Germain Gauthier, Felix Lennert, Étienne Ollion

2022-06-28

This book serves as an accompanying script for the R sessions of the 2022 Summer Institute for Computational Social Science (SICSS), taking place at the Institut Polytechnique de Paris. […] Dear student, if you read this script, you are either participating in the SICSS itself or came across it while browsing for resources for your studies. In any case, if you find inconsistencies or mistakes, please do not hesitate to point them out by shooting an email to felix.lennert@ensae.fr. This script will introduce you to the automated acquisition and subsequent quantitative analysis of text data … Read more →

310

Fundamentals of Wrangling Healthcare Data with R

by J. Kyle Armstrong

2022-06-27

Fundamentals to Data Wrangling and programming with R v 4.1; examples with Health Related Data […] Data Wrangling is the process of gathering, selecting, transforming and mapping “raw data” into another format with the intent of making it more appropriate and valuable for a variety of downstream analytic purposes. The Primary goal in data wrangling is to assure quality and useful data. Also known as “data cleaning”, “data processing”, or “data munging”; many professionals will tell you that data management related tasks will consume upwards of 80% of their time, leaving only 20% for … Read more →

311

PDS Documentation Hub

by luisgarcez1

2022-06-24

PDS Documentation Hub […] Extraction The data contained in Enroll-HD PDS5 was extracted from the Enroll-HD electronic data capture (EDC) database on October 31, 2020, at 23:00 UTC. Data sources The PDS5 dataset encompasses data exclusively from Enroll-HD participants, collected from several sources. These sources are the Enroll-HD study, the REGISTRY study, and clinical data collected in adhoc visits outside of the aforementioned studies. Enroll-HD is an observational cohort study and global clinical research platform designed to facilitate Huntington’s disease (HD) clinical research. It … Read more →

312

A Guide to Getting Started with R

by Pete Apicella

2022-06-22

A Guide to Getting Started with R […] This is a guide to the text, Getting Started with R: An Introduction for Biologists 2nd … Read more →

313

Long-form recordings: From A to Z

by alecristia

2022-06-22

This bookdown contains the scripts of instructional videos created in the context of the ExELang Project (exelang.fr). It is available from . Alejandrina Cristia is grateful for the funding and institutional support from Agence Nationale de la Recherche (ANR-17-CE28-0007 LangAge, ANR-16-DATA-0004 ACLEW, ANR-14-CE30-0003 MechELex, ANR-17-EURE-0017); a J. S. McDonnell Foundation Understanding Human Cognition Scholar Award; and an ERC Consolidator grant (ExELang, 2021-2026). The funders had no role in the production of this bookdown or the associated videos. Alejandrina Cristia and Sara Pisani … Read more →

314

Report BSM

by Bsmsimul

2022-06-22

Report BSM […] This is continuation of the study reported in (Capitani et al. … Read more →

315

ISTA 321 - Data Mining

by Nicholas DiRienzo

2022-06-17

Course content for ISTA 321 - Last updated for Summer 2022 […] Welcome to ISTA 321 - Data Mining! The goal of this class is to teach you how to use R to make informed inferences and predictions from large datasets using a variety of methods. This requires a mixture of many skills including programming, data exploration and visualizations, statistics, algorithms, machine learning, model validation, and general data wrangling. We don’t do these things in isolation, but instead do them with a goal of answering a question, thus being able to apply this knowledge to make a data-driven decision … Read more →

316

Useful Terms in Statistics

by Nannan Wang

2022-06-15

Useful Terms in Statistics […] This book is created as a final project advised by Dr. Olmanson for TEAC-889. TLTE 889: Working with a faculty mentor on either an individual or small-group basis, the student plans, conducts, and reports a summative work … Read more →

317

Econometría Espacial

by victor_morales

2022-06-15

Econometría Espacial […] Este documento está en construcción. Tiene por objetivo recoger material necesario para impartir un curso aplicado en econometría espacial. Otros contenidos elaborados por el autor: Machine Learning: Teoría y Práctica Series de Tiempo Métodos de evaluación de … Read more →

318

La tarification a priori

by Abdoul Oudouss DIAKITE, Othmane ETTADLAOUI

2022-06-12

Projet de tarification a priori […] L’assurance est une opération de transfert d’un risque ou d’une partie d’un risque d’un assuré à un assureur. Cette opération de transfert se fait par un paiement de prime par l’assuré à l’assureur. Ce dernier s’engage à indemniser son client en cas de survenance d’un sinistre pendant toute la période couverte par le contrat. La prime reçue par l’assureur doit refléter le risque qu’il est prêt à couvrir d’où la nécessité de se demander combien faut-il recevoir en prime pour assurer (\lambda) niveau de risque ? Dans ce projet, nous allons faire une étude … Read more →

319

_main.knit

by Cesar Nillaga, Milo Weller, Sophie Moore

2022-06-10

This tutorial investigates the methods of hieararchial clustering. We investigated the usage of heirarchial clustering and how it could be applied to targeting groups using the spotify data. […] This tutorial will investigate what cluster analysis is and how it can be used to identify or predict groups with data. Our group focused on spotify data and we tried to group genres based on song characteristics. Later in this tutorial we will be using a dataset containing 15 different genres and through analysis we will see if we group similar genres together. Cluster analysis is a technique in … Read more →

320

PEQG 2022 Poster References

by Jennifer Baltzegar

2022-06-09

PEQG 2022 Poster References […] This is a list of relevant references for the poster titled “Population Genetics of Rapid Evolution: a case study of insecticide resistance” by Jennifer Baltzegar and Fred Gould. Presented at the PEQG 2022 conference in Pacific Grove, CA on June 9, 2022. Jennifer Baltzegar: jen_baltzegar@ncsu.edu … Read more →

321

Data-driven publishing: Reproducible research with R, Quarto, and Github

by Arthur Small

2022-06-09

Arthur Small This course introduces tools and concepts of literate programming. Literate programming is an approach to creating documents that smoothly integrates data, code, and narrative writing. All analysts need to present their results in multiple formats: articles, slide decks, web sites, and so on. Traditional workflows for creating and publishing documents rely heavily on manual workflows, e.g., copy-and-paste. Traditional workflows are poorly suited to data-intensive analytic projects. This course will provide an introduction to an entirely different and better approach to scientific … Read more →

322

Annalyse de données

by Abdoul Oudouss Diakite, Othmane ETTADLAOUI

2022-06-09
Annalyse de données

Ce projet d’analyse de donnés consiste à l’explication de différentes manières le nombre de crime aux Etats-Unis. […] Ce projet d’analyse de donnés consiste à l’explication de différentes manières du nombre de crime aux Etats-Unis. Pour se faire, nous disposons d’un jeu de disponible sur GitHub que nous appellerons Comminities(Télécharger) dorénavant. Le jeu de données dispose de 147 variables pour 2215 observations. Les valeurs manquantes sont représentées par “?”. De nombreuses variables sont incluses afin que les algorithmes qui sélectionnent ou apprennent les poids des attributs … Read more →

323

Project in Data Analytics for Decision Making

by Manon Verjus and Yooby Gigandet

2022-06-08

Our work for the course “Project in Data Analytics for Decision Making” is to predict the credit risk linked to customers for our client, a German bank. To do so, we used the CRISP-DM method (CRoss Industry Standard Process for Data Mining): Business understanding: Credit risk is defined as the risk of loss resulting from the failure by a borrower to repay the principal and interest owed to the lender. By performing a credit risk analysis, the lender determines the borrower’s ability to meet debt obligations in order to cushion itself from losses. It is therefore important to efficiently … Read more →

324

R - u znanosti i obrazovanju

by Goran Kardum

2022-06-04

R - u znanosti […] NAPOMENA: Tekst je u izradi (nije lektoriran i provjeren, nisu povezani svi literaturni navodi!) Knjiga je namijenjena svima koji žele naučiti modele obrade i prikaza podataka pomoću R jezika koristeći aplikaciju RStudio. Knjiga nije samo vodič kroz R jezik i RStudio aplikaciju, već koristi brojne izvore informacija te usporedbe različitih metoda koje se koriste u društvenim, humanističkim i biomedicinskim znanostima. Tako, ovdje možemo pronaći usporedbe različitih eksplanatornih i konfirmatornih metoda s brojnim referencijama te modeliranje (SEM). Ovo djelo nije samo … Read more →

325

rdwd

by Berry Boessenkool, berry-b@gmx.de

2022-06-03

rdwd is an R package to handle data from the German Weather Service (DWD). This website has 3 main sections: Important links: The remainder of this intro chapter is a copy of the github README file. rdwd is an R package to select, download and read climate data from the German Weather Service (Deutscher Wetterdienst, DWD). The DWD provides thousands of datasets with weather observations online at opendata.dwd.de. Since May 2019, rdwd also supports reading the Radolan (binary) raster data at grids_germany. rdwd is available on CRAN: It has been presented at FOSDEM 2017 and UseR!2017 in … Read more →

326

2016374 Programación en Lenguajes Estadísticos

by Camilo José Torres Jiménez

2022-06-02

Material de clase para la asignatura 1000013-B Probabilidad y Estadística Fundamental, de la Universidad Nacional de Colombia - Sede Bogotá. [...] El presente es parte del material que se utilizará para las clases de la asignatura Programación en Lenguajes Estadísticos (PLE). Dicha asignatura está dirigida a estudiantes de la carrera de Estadística de la Facultad de Ciencias de la Universidad Nacional de Colombia, Sede ... Read more →

327

Computational Social Science

by Paul C. Bauer

2022-06-01

Script for the seminar ‘Big Data and Social Science’ at the University of Bern. […] The present document serves both as slides and script for the workshop/seminar Computational Social Science. This seminar is taught by Paul C. Bauer at the University of Mannheim (Spring Semester 2022). The material was developed by Paul C. Bauer and heavily draws on material developed by other people (see script). Any original material and examples is licensed under a Creative Commons Attribution 4.0 International License. For potential future versions of the course see my website: www.paulcbauer.eu. If you … Read more →

328

Text Mining for Social Scientists

by Felix Lennert

2022-06-01

This book is supposed to introduce the reader (i.e., you) to a fundamental technique for computational social science research: the quantitative analysis of text. […] Dear student, if you read this script, you are either participating in one of my courses on digital methods for the social sciences, or at least interested in this topic. If you have any questions or remarks regarding this script, hit me up at felix.lennert@ensae.fr. This script will introduce you to the quantitative analysis of text using R. Through the last decades, more and more text has become readily available. Think for … Read more →

329

Tools for human-screen interactions

by cjlortie

2022-05-31

An adaptationist programme for digital work and life […] Screens are a portal to information and to one another. Nearly 5 billion people as of 2022 use the internet. Treating screens and digital time only as a pathology neglects the inherent capacity for screens as a tool to promote higher levels of performance and novel approaches to problem solving. Mental models and the associated cognitive architecture that we frame conceptually to decision making is critical for better choices. The screen adaptation theory (SAT) is proposed herein as a heuristic to enable individuals to use evidence … Read more →

330

R Programming for Data Science

by Roger D. Peng

2022-05-31
R Programming for Data Science

The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox. Read more →

331

IV Ogólnopolska Konferencja Kół Nauk Psychologicznych Psychozjum

by kpsychozjum

2022-05-31

IV Ogólnopolska Konferencja Kół Nauk Psychologicznych Psychozjum […] … Read more →

332

Eagle I.O Consultant Manual

by Eagle I.O

2022-05-30

This is the student consultant handbook for members of Eagle I.O. The output format for this example is bookdown::gitbook. […] This is the student consultant handbook for members of Eagle I.O. Herein lie expectations, responsibilities, and strategy to keep Eagle I.O sustailable with future Montclair State University I/O Psychology … Read more →

333

MLFE R labs (2022 ed.)

by Prof. Michela Cameletti & Tutor Marco Villa

2022-05-30

Notes for the R labs of the MLFE course @ Unibg […] You are reading the lecture notes of the R labs for the Machine learning for Economics (MLFE) course at University of Bergamo (academic year 2021/22). The MLFE course is the second module of the Coding for Data Science course. The MLFE R labs are designed for students who already have some experience with R programming thanks to the first module of the Coding and Machine Learning course. Click here and here to access the R lab notes of the first module regarding introduction to R language and the tidyverse package. Enjoy the journey! … Read more →

334

A Vulnerability Prediction Analysis

by Luis Guerra, Elmer Oliveros, Roger Chauca

2022-05-30

I created this project with the aim to express how a vulnerability can be interpreted using a graphical representation based on a information sample dataset caught from antivirus public database. […] Realizar un análisis y estudio de un conjunto de eventos y/o incidentes de seguridad informática que han sido generados por diferentes estaciones de trabajo y/o usuarios de una empresa al usar los recursos de red, para poder determinar cuál es tipo de malware más común, bajo que escenario se han producido estos eventos, así como investigar e intentar predecir la cantidad de eventos a futuro. … Read more →

335

Landscape characteristics influence projected growth rates of stream-resident juvenile salmon in the face of climate change in the Kenai River watershed, southcentral Alaska

by Benjamin Meyer

2022-05-29

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This document describes selected analyses undertaken in the Transactions of the American Fisheries Society (TAFS) manuscript by Meyer et al., in review April 2022. The document outlines the modifications to analyses requested by the reviewers and editors on the draft submitted in February 2022. The current draft in progress of the manuscript, along with the draft reconciliation and response to the TAFS decision letter, can be accessed and are available for … Read more →

336

Advanced Statistical Computing

by Roger D. Peng

2022-05-27

The book covers material taught in the Johns Hopkins Biostatistics Advanced Statistical Computing course. I taught this course off and on from 2003–2016 to upper level PhD students in Biostatistics. The course ran for 8 weeks each year, which is a fairly compressed schedule for material of this nature. Because of the short time frame, I felt the need to present material in a manner that assumed that students would often be using others’ software to implement these algorithms but that they would need to know what was going on underneath. In particular, should something go wrong with one of … Read more →

337

Multilevel Regression and Poststratification Case Studies

by Juan Lopez-Martin, Justin H. Phillips, and Andrew Gelman

2022-05-26

Introduction to Bayesian Multilevel Modeling and Poststratification using rstanarm, brms, and Stan […] The following case studies intend to introduce users to Multilevel Modeling and Poststratification (MRP) and some of its extensions, providing reusable code and clear explanations. The first section1 presents MRP, a statistical technique that allows to estimate subnational estimates from national surveys while adjusting for nonrepresentativeness. The second chapter extends MRP to overcome the limitation of only using variables included in the census. The last chapter develops a new … Read more →

338

Curso R 2022 Jueves

by Roberto C. Duarte

2022-05-26

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Bienvenidos al curso básico del paquete estadístico R, el objetivo del curso es proporcionar a los estudiantes las herramientas de la estadísica básica desarrollada en el lenguaje R. El contenido, en general del curso es el siguiente Se creó un aula virtual en Schoology, el código de acceso es: VWXB-7XPB-MD6PP, ademas se creo un grupo en Telegram para tener una mejor comunicación, para agregarse hacer click en el siguiente enlace: Grupo en Telegram. La … Read more →

339

Fundamentals of bioacoustics using smartphones and R

by Dena J. Clink, Isabel A. Comella & Maryam Zafar

2022-05-25

Fundamentals of bioacoustics using smartphones and R […] The purpose of this lab exercise is to introduce students to bioacoustics, or the study of animal sounds and their habitats. For the field component, students use their smartphones to collect focal recordings of target animals as well as collect acoustic data that will be used to investigate variation in soundscapes at different times (e.g. dawn and dusk) and/or different locations (e.g. urban versus rural). The computer lab component utilizes the R programming environment to import sound files and visualize differences in acoustic … Read more →

340

Modern Statistical Methods for Psychology

by Mine Çetinkaya-Rundel and Johanna Hardin, tuned by Gregory Cox

2022-05-24
Modern Statistical Methods for Psychology

This is the website for Modern Statistical Methods for Psychology, a modified version of Introduction to Modern Statistics, First Edition by Mine Çetinkaya-Rundel and Johanna Hardin, as modified by Gregory Cox. The original Introduction to Modern Statistics is a textbook from the OpenIntro project. — Version date of this modification: May 24, 2022. The original version of the Introduction to Modern Statistics textbook and its supplements, including slides, labs, and interactive tutorials, may be downloaded for free atopenintro.org/book/ims. This textbook is itself a derivative of OpenIntro … Read more →

341

A Minimal Book Example!!

by John Doe

2022-05-22

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

342

Thesis Aim 3

by Gabriel Carrasco-Escobar

2022-05-20

Aim 3 […] This study … Read more →

343

Categorical Regression in Stata and R

by Rose Werth

2022-05-19
Categorical Regression in Stata and R

This website contains lessons and labs to help you code categorical regression models in either Stata or R. […] This website houses all the information you need learn the basics of coding a number of different categorical and count models in Stata and R. It will not contain all the information taught in class, but will allow you to bridge that knowledge into running these models on your own. The Stata labs on this website were adapted from materials by Ewurama Okai. This course will contain 8 labs and an optional review lab at the end of the course. Our lab sessions will alternate between … Read more →

344

Enlighter

by Peter

2022-05-18

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is my first book written by R studio. I treat this as a project because I want to pour out everything inside my brain into this writing project. It will contain the following contents: I can’t promise that these contents are all worthy of reading, but I can guarantee that they all come from my live experience. Hope you enjoy it. I have tried many ways to motive myself to write. I have built blogs with WordPress ... Read more →

345

R course

by Berry Boessenkool, berry-b@gmx.de

2022-05-17

R course […] This website provides instructions to get started with R. It serves as a companion for courses I teach, see brry.github.io. The source code is available at github.com/brry/course, specifically the website folder. In case the table of content on the left is not shown, click the four bars. Pro tip: the arrow left/right keys jump between … Read more →

346

Quick R for Statistics

by Chia-Ching Wu

2022-05-16

A book created with bookdown. […] R語言是免費的軟體,是進行統計分析很好的工具。 … Read more →

347

An Introduction to Political and Social Data Analysis Using R

by Thomas M. Holbrook

2022-05-15
An Introduction to Political and Social Data Analysis Using R

This book has two purposes: Provide students with a comprehensive, accessible overview of important issues related to political and social data analysis, and, at the same time, provide a gentle introduction to using the R programming environment to address those issues. […] … Read more →

348

jamovi完全攻略ガイド

by 芝田 征司

2022-05-15

フリーの統計ソフト jamovi の使用方法についての日本語ガイドです。データの編集方法から分散分析や因子分析の設定方法まで、基本機能のすべてについて一通り説明しています。 […] は,高度な統計手法をできるだけ簡単に使用できるようにすることを目的として作成された統計ソフトウェアです。操作はマウス(トラックパッド)によるメニュー選択が基本で,複雑なコマンドを入力したりする必要はありません。jamoviと同じようにマウスで操作できる統計ソフトウェアとして非常に有名なものにSPSSがあり,大学を含め,さまざまな機関で統計処理や統計法の学習に使用されていますが,SPSSは非常に高価なソフトウェアであり,個人で気軽に購入できる … Read more →

349

AI and Machine Learning For Finance 2021/22

by Michela Cameletti

2022-05-14

Notes for the R labs of the AIMLFF course @ Unibg […] You are reading the lecture notes of the R lectures for the AI and Machine Learning for Finance (AIMLFF) course at University of Bergamo (academic year 2021/22). See here for more details. In this notes R programming language for data science will be introduced (with respect to data manipulation, data visualization and communication and implementation of machine learning methods). For this part I suggest the following on-line book: Enjoy the journey! In the following lecture notes, this font (with grey background) represents R code. The … Read more →

350

Học xác suất thống kê qua phần mềm R

by Tan-Duc Nguyen

2022-05-13
Học xác suất thống kê qua phần mềm R

Học xác suất thống kê qua phần mềm R từ thời điểm 2022-02-02) […] … Read more →

351

A Collection of small Skills

by Kan Lei

2022-05-11

The collection help me to rember some small Skills, some like the R or M Functions. […] A collection of some skills, that can’t be finded, wenn I need … Read more →

352

Notas para Matemáticas II, UCM Somosaguas

by Jorge Herrera de la Cruz

2022-05-11

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Este libro está escrito en Markdown. Si encuentras alguna errata o tienes algún comentario, escríbeme a jorherre@ucm.es Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters like: ## A short section or ... Read more →

353

Úvod do analýzy údajov pomocou R

by Tomáš Bacigál

2022-05-11

Základy jazyka R a úvod do Data Science: prieskumná analýza, transformácia údajov (dplyr), vizualizácia (ggplot2), čistenie údajov (tidyr), interaktívne grafy (htmlwidgets, shiny, …), komunikácia (RMarkdown), efektívne programovanie (parallel, RCpp, RSQLite). […] I don’t think anyone actually believes that R is designed to make everyone happy. For me, R does about 99% of the things I need to do, but sadly, when I need to order a pizza, I still have to pick up the telephone. (Roger D. Peng, r. 2004) Tento citát vystihuje univerzálnosť softvérového nástroja R1. Tak ako u viacerých „open … Read more →

354

Supervised Machine Learning for Text Analysis in R

by Emil Hvitfeldt and Julia Silge

2022-05-11
Supervised Machine Learning for Text Analysis in R

This is the website for Supervised Machine Learning for Text Analysis in R! Visit the GitHub repository for this site, or buy a physical copy from CRC Press, Bookshop.org, or Amazon. This online work by Emil Hvitfeldt and Julia Silge is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

355

Seismic Hazard Assessment for the Gruyere TSF

by A. Verri, L. Linzer, J. Mussat, D. Levis and W. Harrison. SRK Consulting

2022-05-10
Seismic Hazard Assessment for the Gruyere TSF

This study provides an estimate of the seismic hazard of the project area for a representative site condition and presents seismic design criteria and guidance for the listed earthworks in terms of ground acceleration, spectral accelerations and horizontal seismic coefficients for use in stability analysis. […] SRK Consulting (Australasia) Pty Ltd (SRK) has been engaged by Gruyere Management Pty Ltd (the Client) to undertake the site-specific seismic hazard assessment of the Gruyere Gold Mine (GGM) area. The mine is located approximately 200 km northeast of Laverton in the Eastern … Read more →

356

A Practical Guide to Sensitivity Analysis for Causal Effects in the Presence of Non-Ignorable Loss to Follow-Up

by Aleya Khalifa and Gloria HJ Graf

2022-05-09

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Welcome! This tutorial provides a roadmap for sensitivity analyses to assess the impact of loss to follow-up on causal effect estimates. In particular, we introduce and implement a multiple-imputation-based pattern-mixture approach to MNAR mechanisms based on previous work by Leurent et al. (2018 Pharmacoeconomics). This tutorial is intended for any public health researcher who is seeking an easily implemented, ... Read more →

357

GESIS Workshop: Applied Data Visualization

by Paul C. Bauer

2022-05-09

Script developed for the Gesis Workshop Applied Data Visualization. […] This document serves as slides and script for the workshop Applied Data Visualization taught by Paul C. Bauer (Gesis, Mannheim, Online, 3-6 of May 2022).1 Original material is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. Where I draw on other authors material (I do so extensively) other licenses may apply (see references in the syllabus as well as the citations and links in the script). For potential future versions of this material see www.paulcbauer.eu. If you have … Read more →

358

R pour l’économétrie

by Abdoul Oudouss Diakite

2022-05-08

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::bs4_book, set in the _output.yml file. [...] Au cours des dernières années, le langage de programmation statistique R est devenu une partie intégrante des programmes des cours d’économétrie. Nous avons régulièrement constaté qu’une grande partie des étudiants, en particulier dans nos cours d’introduction à l’économétrie de premier cycle, n’ont jamais été exposés à aucun langage de programmation et ont donc des difficultés à s’engager seuls dans l’apprentissage ... Read more →

359

Science Research Methods: Software

by Peter K. Dunn

2022-05-06

Using software for quantitative research in science and health (including research design, hypothesis testing and confidence intervals in common situations) […] This book has been prepared for use with the book Scientific Research and Methodology, which is an introduction to quantitative research methods in the scientific, engineering and health disciplines. This book is an introduction to quantitative research methods in the scientific and health disciplines, and introduces the whole research process, from asking a research question to analysis and reporting of the data. The focus, however, is … Read more →

360

Modelos lineales y aditivos en ecología

by Facundo X. Palacio

2022-05-05

Scripts del curso […] A continuación se presentan las medidas del tamaño corporal en adultos de tres especies de pingüinos en islas del Archipiélago Palmer, Antártida. [y = \beta_0 + \beta_1 x + \epsilon] [\epsilon \sim N(0, \sigma^2)] [y = \beta_0 + \beta_1 x_1 + \beta_2 x_2 + … + \beta_n x_n + \epsilon] [\epsilon \sim N(0, \sigma^2)] Analizaremos la relación entre la longitud del pico (bill_length_mm), masa corporal (body_mass_g) y alto del pico (bill_depth_mm) en pingüinos Adelia (Pygoscelis adeliae). Se muestran los tiempos de coagulación sanguínea (min) en conejos bajo el … Read more →

361

Doing Bayesian Data Analysis in brms and the tidyverse

by A Solomon Kurz

2022-05-04

This project is an attempt to re-express the code in Kruschke’s (2015) textbook. His models are re-fit in brms, plots are redone with ggplot2, and the general data wrangling code predominantly follows the tidyverse style. […] Kruschke began his text with “This book explains how to actually do Bayesian data analysis, by real people (like you), for realistic data (like yours).” In the same way, this project is designed to help those real people do Bayesian data analysis. My contribution is converting Kruschke’s JAGS and Stan code for use in Bürkner’s brms package (Bürkner, 2017, 2018, 2022g), … Read more →

362

Lessons from the Bible

by Ibukun Oni

2022-05-03

This is an electronic copy of all I have learned from my Bible Study time since beginning of 2022. It is meant as a way for me to document what I am learning in the Bible. It will also be a good starting point to further developing my understanding of who Jesus is and How i am to relate with Him., […] This is an electronic copy of all I have learned from my Bible Study time since beginning of 2022. It is meant as a way for me to document what I am learning in the Bible. It will also be a good starting point to further developing my understanding of who Jesus is and How I am to relate with … Read more →

363

Pravdepodobnosť a štatistika 1

by Lukáš Lafférs

2022-05-03

Toto sú poznámky pre študentov a študentky matematiky Fakulty Prírodných Vied Univerzity Mateja Bela v Banskej Bystrici. […] [NEDOKONČENÝ TEXT - tento text budem priebežne upravovať a budem veľmi rád za akúkoľvek spätnú väzbu. Preklepy, logické chyby, nejasnosti. Ďakujem!] Tento kurz je pomalým úvodom do pravdepodobnosti a štatistiky. Cieľom tohoto kurzu je naučiť sa pracovať s jazykom a s pojmami, ktoré sa budú používať v situáciách, v ktorých čelíme neistote. Táto neistota je rôzneho pôvodu. Jej zdroj však nebude pre nás podstatný, dôležité bude, že sa naučíme kvantifikovať túto neistotu … Read more →

364

The Data Files

by Peter K. Dunn and Margaret Marshman

2022-05-03

Supporting information for The Data Files. […] These web pages are designed to help teachers with teaching statistics in schools. These pages are based on a series of short articles (called The Data Files) published in the Australian Mathematics Education Journal, by Dr Peter K. Dunn and Dr Margaret … Read more →

365

Curso R 2022

by Roberto C. Duarte

2022-05-02

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Bienvenidos al curso básico del paquete estadístico R, el objetivo del curso es proporcionar a los estudiantes las herramientas de la estadísica básica desarrollada en el lenguaje R. El contenido, en general del curso es el siguiente Se creó un aula virtual en Schoology, el código de acceso es: ZK57-M28G-669QR, ademas se creo un grupo en Telegram para tener una mejor comunicación, para agregarse hacer click en el siguiente enlace: Grupo en Telegram. La … Read more →

366

Design and Analysis of Experiments and Observational Studies using R

by Nathan Taback

2022-05-02
Design and Analysis of Experiments and Observational Studies using R

Online version of Design and Analysis of Experiments and Observational Studies using R […] This is the free website for Design and Analysis of Experiments and Observational Studies using R. A hardcopy of the book can be purchased from Routledge. This book grew out of course notes for a twelve-week course (one term) on the Design of Experiments and Observational Studies in the Department of Statistical Sciences at the University of Toronto. Students are senior undergraduates and applied Masters students who have completed courses in probability, mathematical statistics, and regression … Read more →

367

Decision Modeling Lab Manual

by Alton Russell and lab members

2022-04-29

Alton Russell and lab members Welcome to the lab manual for the Decision Modeling Lab within the McGill Clinical & Health Informatics research group! This manual has two main purposes: first, as an introduction to our ways of working for new team members and second, as a resource we can all refer back to and build upon. It is also public in the hope that other research groups may benefit. The manual was started by Alton Russell, PhD, the lab lead, but all team members are encouraged to continually improve this document by updating/clarifying existing information and adding new components that … Read more →

368

Modul Praktikum Perancangan Percobaan

by Fardilla Rahmawati, Muhammad Ammar Sahab

2022-04-27

Ini adalah modul Praktikum STA 222: Metode Perancangan Percobaan. Materi-materi praktikum akan dimasukkan di buku ini. [...] Buku ini akan mengadung materi-materi praktikum Metode Perancangan Percobaan. Materi satu pertemuan akan dimasukkan di satu bab1. Tiap bab akan mengandung bagian teori dan kode di R dan LaTeX. Slide dan recording praktikum disimpan di Google Drive dan materi-materi kuliah disimpan di LMS IPB. misal, Bab 5 dari buku ini akan membahas pertemuan ... Read more →

369

Introdução ao R

by Weverton Lisboa de Sena, Luiz Henrique dos Santos Fernandes

2022-04-26
Introdução ao R

Curso introdutório da linguagem R com análise de dados públicos brasileiros. […] Os dados são uma coisa preciosa e durarão mais do que os próprios sistemas. Graças aos enormes avanços computacionais vivenciados nos últimos anos, podemos guardar, compartilhar e consumir facilmente uma quantidade de dados inimaginável há 20 anos. Segundo artigo publicado pela Accenture, o mundo produz 5 exabytes de dados por dia, ou seja, o equivalente a 1 bilhão de gigabytes. Em 2025, conforme a mesma fonte, produziremos cerca de 463 exabytes por dia, algo equivalente a todo o volume de dados produzidos em … Read more →

370

Perbandingan Smoothing, ARIMA, dan ARIMAX untuk prediksi harga minyak mentah

by Adley Dityo Valentinus Putra (G14180009), Muhammad Ammar Sahab (G14190020), Putri Eka Perdanti (G14190027), Farhan Narendra Achyara (G14190050), Grashella Clara Nesa Br Ginting (G14190086)

2022-04-26

Laporan Tugas Akhir MPDW (Kelompok 10) […] https://bookdown.org/mammarsahab3/LaporanMPDW/ Laporan ini akan membandingkan beberapa metode peralaman deret waktu untuk data harga minyak mentah. Metode tersebut akan dilatih menggunakan harga minyak mentah dari tahun 2009 sampai 2016, lalu diuji dengan meramal harga minyak mentah tahun 2017. Pembagian tersebut juga dilakukan di (He 2018), yang membandingkan model deret waktu seperti pemulusan dan ARIMA dengan model pembelajaran mesin (SVM). Berbeda dengan penelitian tersebut, penelitian ini akan menambahkan jenis pemulusan yang dipakai, serta … Read more →

371

A Short Course on Nonparametric Curve Estimation

by Eduardo García-Portugués

2022-04-26
A Short Course on Nonparametric Curve Estimation

A Short Course on Nonparametric Curve Estimation. MSc in Applied Mathematics. EAFIT University (Colombia). [...] This course is intended to provide an introduction to nonparametric estimation of the density and regression functions from, mostly, the perspective of kernel smoothing. The emphasis is placed in building intuition behind the methods, gaining insights into their asymptotic properties, and showing their application through the use of statistical software. The software employed in the course is the statistical language R and its most common IDE (Integrated Development ... Read more →

372

A Rishi Bookdown Book

by Rishi Goutam

2022-04-25
A Rishi Bookdown Book

Everything you need (and nothing more) to start a bookdown book. […] This is the very first part of the book. I am using RStudio with the bookdown package for creating this book. Sean Kross’s blog article was extremely helpful in getting me to understand how this works with GitHub Pages for automatic hosting. This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). The bookdown package can be installed from CRAN or Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by … Read more →

373

DSCI 335: Inferential Reasoning in Data Analysis

by Ben Prytherch

2022-04-25

DSCI 335: Inferential Reasoning in Data Analysis […] This book is meant to accompany DSCI 335. It is not a complete textbook; you will need to take notes on what you hear in class and what you read throughout the semester. In it, you will find: I will be adding “chapters” to this book as the semester … Read more →

374

Pengantar R

by DataGood.id

2022-04-25

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. […] Sebagian orang cenderung menghindari mempelajari statistik karena materi yang muncul merupakan rumus ataupun angka-angka yang kerap kali sulit untuk dimengerti. Namun dalam ilmu sosial, statistik diperlukan untuk meneliti kehidupan masyarakat dan hubungan sosial berupa metode yang objektif dan sistematis untuk menjelaskan dan memberikan interpretasi terhadap hasil penelitian. Menurut Wimmer dan Dommick (2011), statistik dapat … Read more →

375

R you Ready for R?

by Wade Roberts, Colorado College

2022-04-24

This e-book offers generic scripts for conducting core statistical analyses. They should be considered a starting point, not an end point, in your exploration of R. […] This e-book offers generic scripts for conducting core statistical analyses, from calculating statistics to producing tables or graphing results. These scripts should be considered a starting point, not an end point, in your exploration of R. The following chapters … Read more →

376

Plano de Curso de Ciência de Dados

by Robson Wilson Silva Pessoa

2022-04-23

Plano de Curso de Ciência de Dados […] Formatação da capa do relatório a … Read more →

377

Coding Guide

by yifan_wang

2022-04-22

Coding Guide […] dplyr is a grammar of data manipulation, providing a consistent set of verbs that help you solve the most common data manipulation challenges. Tools for the analysis of epidemiological and surveillance data. Contains functions for directly and indirectly adjusting measures of disease frequency, quantifying measures of association on the basis of single or multiple strata of count data presented in a contingency table, computation of confidence intervals around incidence risk and incidence rate estimates and sample size calculations for cross-sectional, case-control and … Read more →

378

Raport cykliczny

by LIFE Pilica +

2022-04-21

Raport cykliczny dotyczący sytuacji społeczno - ekonomicznej 93 gmin zlokalizowanych na obszarze Zlewni rzeki Pilicy […] Uwaga: dokument w trakcie opracowywania. W kolejnych iteracjach zostaną dołączone dodatkowe rozdziały oraz wprowadzone zmiany edycyjne. W niniejszym „Raporcie” przedstawiono charakterystykę wybranych aspektów sytuacji społeczno – ekonomicznej 93 gmin znajdujących się na obszarze Zlewni Pilicy („Zlewnia”). Zestawienie ww. gmin, wchodzących w skład 21 powiatów i pięciu województw, zostało zaprezentowane w Załączniku nr 1 do opracowania. Opracowanie zostało przygotowane w … Read more →

379

Data Analytics with R

by Brian Machut, Nathan Cornwell

2022-04-17
Data Analytics with R

This module will teach the basics of data analytics using R. […] Welcome to the University of Minnesota’s Data Analytics with R module - presented by Optum. In this module, you will perform a case study designed to replicate a real-world analytics process that you may encounter in your future career as an actuary or data analyst. The module will be broken down into 7 chapters that you will complete over the course of 4 class periods (roughly 2 weeks time). As you work through the chapters, you will learn how to import data, summarize and visual data, create a predictive model, and interpret … Read more →

380

Evaluating Geospatial and Temporal Trends in Payments to Primary Care Physicians in the United States

by Meredith Brown

2022-04-16

Evaluating Geospatial and Temporal Trends in Payments to Primary Care Physicians in the United States […] The Sunshine Act led to the recent availability of comprehensive data on pharmaceutical industry payments to hospitals and physicians via the Open Payments system. Primary care physicians are the chief way many Americans interact with the healthcare industry. However, there is not much literature on the relationship between these gateway physicians and the pharmaceutical industry. This study analyzes data from the Open Payments system from 2015-2020 for payment characteristic, … Read more →

381

Exercises for Advanced Empirical Finance: Topics and Data Science

by Christoph Scheuch, wikifolio Financial Technologies, Stefan Voigt, University of Copenhagen and Danish Finance Institute, Patrick Weiss, Vienna University of Economics and Business

2022-04-14

This is a collection of exercises as well as solutions that should be solved by students of the course Advanced Empirical Finance: Topics and Data Science. […] This set of exercises is written for the students of the lecture “Advanced Empirical Finance: Topics and Data Science”. The exercise sets partially subsume work I created with my colleagues Christoph Scheuch and Patrick Weiss for the book Tidy Finance with R. You are very welcome to give us feedback on every aspect of the book such that we can improve the codes, explanations and general structure. Please contact me or my colleagues … Read more →

382

Stability Of Industry Level Climate Coalitions: A Computational Framework for Environmental Governance In Maritime Shipping

by Feryel Lassoued and James Nolan

2022-04-11

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Emissions from the global maritime sector currently account for about 3% of global greenhouse gas emissions and are projected to increase by 150–250% in 2050 under business-as-usual scenarios with a tripling of world trade. (Bouman et al., 2017, p. 413) To try to address these issues, on January 1, 2020, the International Maritime Organisation (IMO) implemented new regulations for a 0.5% global sulphur cap for marine ... Read more →

383

R Markdown: The Definitive Guide

by Yihui Xie, J. J. Allaire, Garrett Grolemund

2022-04-11
R Markdown: The Definitive Guide

The first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. Read more →

384

Making maps for conservation - GIF and interactive maps

by Emilie Dedeban

2022-04-11

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::gitbook, […] Creating a map has many benefits. Firstly, it allows to get information that is not visible or difficult to understand in a table. Secondly, it makes the subject more interesting. With the development of mapping tools, it is now possible to make animated map, or even collaborative. In this manual you will learn how to make a GIF and a collaborative map. These types of tools are essential assets for presentations, but also for … Read more →

385

The JW Tsai

by jwtsai

2022-04-10

© 2022 JW Tsai … Read more →

386

Seismic Hazard Assessment - Simandou Mine Site

by A. Verri, L. Linzer, J. Mussat and W. Harrison. SRK Consulting

2022-04-09
Seismic Hazard Assessment - Simandou Mine Site

Seismic Hazard Assessment - Simandou Mine Site […] SRK Consulting UK (SRK) has been engaged by Rio Tinto (the Client) to undertake the site-specific seismic hazard assessment of the Simandou Mine area. The Simandou site located in a very low seismicity area in the mountain range of southern Guinea’s Nzérékoré Region. A Probabilistic Seismic Hazard Assessment (PSHA) was performed at the site. PGA and spectral acceleration hazard values were computed for return periods up to 10,000 years for rock site conditions. Hazard values in terms of PGA and spectral ordinates were reported for median … Read more →

387

空间数据科学与 R 语言

by 黄湘云

2022-04-09

黄湘云 本书是在 RStudio IDE 内用 Quarto 编辑的,为可重复性,写作环境由 Docker 搭建,基础环境来自 rocker 项目提供的空间数据 geospatial 镜像。首先安装 Docker 桌面客户端,拉取远程镜像文件: 然后从下载的镜像启动容器,配置 RStudio Server 登陆账户、映射本地端口 8282 和挂载本地文件目录。 打开网址 http://localhost:8282,输入账户 rstudio 和密码 cloud2016,登陆后即可进入开发环境。书籍写作还用到其它一些 R 包和 LaTeX 宏包,需额外安装。 quarto 包将书籍发布到 https://bookdown.org/。 … Read more →

388

Stat 242 Notes: Spring 2022

by Laurie Tupper

2022-04-08

Notes and docs for Stat 242 […] These notes are divided into different sections: This document isn’t designed to be read through in order – hence all the hyperlinks. Use the sidebar to navigate to what you need (you can also bookmark specific locations in your browser), and feel free to ask (or start a discussion thread!) if you can’t find something. Happy … Read more →

389

Engagement Survey Technical Report

by Eagle I.O

2022-04-08
Engagement Survey Technical Report

This is a technical report that contains the development of the Eagle IO Engagement survey. The output format for this example is bookdown::gitbook. […] This is a report that documents the technical details regarding the development of the Eagle I.O Engagement survey. This report was written with bookdown (Xie, 2022a) within rMarkdown (Allaire et al., 2019) using R version 4.1.3 (R Core Team, … Read more →

390

MATH1006 Calculus

by Daniel Cavey

2022-04-08

This is the 2021 update of the MATH1006 lecture notes. […] TO DO Functions of Several Variables … Read more →

391

Epistemic Network Analysis Web Tool User Guide

by tan78

2022-04-07

This is an introduction to the Epistemic Network Analysis web tool. […] This is the website for Epistemic Network Analysis Web Tool User Guide. This user guide demonstrates how to conduct an Epistemic Network Analysis (ENA) using the ENA web tool. Topics covered in this user guide include how to format data, upload data, construct an ENA model, perform statistical analysis, understand ENA visualizations, and interpret ENA model. Before you dive into this user guide, please keep in mind that this user guide is designed with a focus on utilizing the web tool itself, instead of discussing the … Read more →

392

20IMCAL204 STATISTICS LAB- Laboratory Manual

by Department of Mathematics

2022-04-06

This manual is generated using Bookdown for internal use only […] This course is designed as a Computational Statistics Laboratory (CSL) comprised of 29 experiments selected from the Statistical Courses in INMCA Programme. Details of experiments and the instructions regarding creation & submission of laboratory reports are explained in this introductory chapter. Familiarization of environments in R. Perform simple arithmetics using R. Perform basic R functions. Use various graphical techniques in EDA. Create different charts for visualization of given set of data. Draw a Pareto chart to … Read more →

393

HBAP R Reference Guide

by Harvard Business Analytics Program

2022-04-06

This reference guide provides an overview of all the R commands you will need to know throughout HBAP. […] This site is intended to serve as a general reference for all of the R commands you will learn throughout the HBAP program. For a single sheet with all commands on one page, see the Google Sheet … Read more →

394

jamoviguiden

by Jonas Rafi

2022-04-05

Lär dig göra independent samples t-test, paired samples t-test, one sample t-test, ANOVA, repeated measures ANOVA, factorial ANOVA, mixed ANOVA, linear regression, och logistic regression i jamovi. jamoviguiden innehåller även avsnitt om csv-filer och skalnivåer. […] Syftet med jamoviguiden är att tillhandahålla snabbstartsguider över vanliga procedurer i jamovi. För dig som söker en grundläggade introduktion till både statistik och jamovi rekommenderar jag gratisboken Learning statistics with jamovi av Danielle J. Navarro och David R. Foxcroft. jonas.rafi psychology.su.se. Detta verk … Read more →

395

The Book of Behavior Change

by Rik Crutzen & Gjalt-Jorn Ygram Peters

2022-04-05
The Book of Behavior Change

The Book of Behavior Change is an Open Access guide to effective behavior change interventions. […] The Book of Behavior Change is an Open Access book that helps with the development of effective behavior change interventions as well as doing research into behavior change. Unlike for example Intervention Mapping, this book does not provide a complete protocol, instead focusing on identifying what to target, and how to target it, to maximize intervention effectiveness. Please be aware that this is a “living” book. This means that it will be updated over time and certain parts might be … Read more →

396

Best Coding Practices for R

by Vikram Singh Rawat

2022-04-04
Best Coding Practices for R

This book explains the most important things you need to know while you are writing production level R code. […] Know the rules well, so you can break them effectively. — The Dalai Lama … Read more →

397

Landscape Genetic Data Analysis with R

by Editor: Helene Wagner (University of Toronto)

2022-04-04

This is a web-interface to the teaching materials for the lab course ‘Landscape Genetic Data Analysis with R’ associated with the distributed graduate course ‘DGS Landscape Genetics.’ The output format is bookdown::gitbook. […] This is a web-interface to the teaching materials for the lab course ‘Landscape Genetic Data Analysis with R’ associated with the distributed graduate course ‘DGS Landscape Genetics’. The Landscape Genetics Distributed Graduate Seminar (DGS) is an international collaboration that provides a unique opportunity for interdisciplinary graduate training. The course draws … Read more →

398

Biostatistics for Clinical Research

by Sean Collins

2022-04-02

This is an open educational resource (OER) book for Biostatistics for Clinical Research: Theory & Applications in R using the bookdown package in RStudio. The output format for this example is bookdown::gitbook. […] This version has been written in Scrivener, exported as plain text as a single index.Rmd file and then used to build the book. If this worked, then it’s an entirely new workflow for writing and self publishing books that takes advantage of the organizing and writing features of Scrivener, and the computational analysis and publishing features of R, Rmarkdown and Bookdown. At … Read more →

399

Pengelompokan Kualitas Hidup Komuter dengan K-Means Clustering

by Rezky Yayang Yakhamid

2022-04-02

Syntax R berikut ini diajukan sebagai jawaban ujian akhir semester (UAS) tidak terstruktur yang diujikan Politeknik Statistika STIS mata kuliah Data Mining (Semester 7) tahun 2021. Diselesaikan pada tanggal 13 Desember 2021 dan dirapikan kembali pada tanggal 1 April 2021 sebagai bahan belajar. Dataset yang digunakan dalam syntax ini dapat dilihat di https://github.com/rezkyyayang/syntax/tree/main/K_Means_Kepuasan_Hidup_Komuter/ Semoga bermanfaat. Komuter adalah seseorang yang melakukan perjalanan ulang-alik dalam satu hari (pergi dan pulang) secara terus menerus yang biasanya oleh karena … Read more →

400

Primer on Mathematical Statistics

by Peter K. Dunn

2022-03-31

A primer of mathematical statistics, before reading generalized linear models […] This book is a primer on basic mathematical statistics and matrices. This book was originally prepared for students about to undertake MTH301 Reading in Advanced Mathematics at USC, and reading Generalized Linear Models with Examples in R (by Dunn & … Read more →

401

Teste de progresso

by Alexandre Jaloto

2022-03-31

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Análises do teste de ... Read more →

402

Введение в dplyr 1.0.0

by Алексей Селезнёв

2022-03-30
Введение в dplyr 1.0.0

Серия видео уроков посвящённая обновлению dplyr 1.0.0.. […] dplyr - один из наиболее популярных пакетов, который реализует грамматику манипуляции данными в языке R. Официально первый релиз dplyr был выпещен в 2014 году, но пакет развивался, и первая стабильная версия с устоявшимся синтаксисом, под номером 1.0.0 была выпущена весной 2020 года. Этому релизу предшествовала серия статей, в которых Хедли Викхем описывал все нововведения в dplyr. Этот мини курс появился из 5 видео уроков снятых по этим статьям. В основе видео уроков лежат следующие статьи: Для прохождения курса вы уже должны … Read more →

403

Statistical Thinking for Linguists

by Sakol Suethanapornkul

2022-03-28

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Linguists study language from diverse perspectives and specialize in particular areas within the field of linguistics. Regardless of perspectives and methodologies, linguists must work with language data. In some cases, l There are many reasons why linguists should learn to use R. R is free! I love working with R, particularly the tidyverse ... Read more →

404

Matemáticas I-II UCM

by Jorge Herrera de la Cruz

2022-03-24

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Estas son unas notas de clase escritas en Markdown para la docencia de Matemáticas I y II en el grado de Economía UCM ¡Disfrútalas y, si encuentras algún error, escríbeme a jorherre@ucm.es ! You can render the HTML version of this example book without changing anything: Find the Build pane in the RStudio IDE, and Click on Build Book, then select your output format, or select “All formats” if you’d like to use multiple ... Read more →

405

Thực hiện Phân tích gộp với R

by Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert

2022-03-20
Thực hiện Phân tích gộp với R

Đây là một cẩm nang hướng dẫn cách thực hiện một Phân tích gộp bằng ngôn ngữ R. […] Chào mừng bạn đã tới phiên bản trực tuyến của cuốn sách “Thực hiện Phân tích gộp với R: Hướng dẫn thực hành”. Cuốn sách này đóng vai trò giới thiệu các cách tiếp cận để có thể tiến hành các phân tích gộp bằng ngôn ngữ R. Các bước cơ bản để tiến hành phân tích gộp sẽ được đề cập, bao gồm tổng hợp các đo lường đầu ra, forest plots, phân tích tính không đồng nhất (heterogeneity), phân tích theo nhóm (subgroup analyses), hồi quy gộp (meta-regression), các phương pháp để kiểm soát sai số xuất bản (publication … Read more →

406

Lecture Notes in Business Analytics

by Amr Farahat

2022-03-15

This is an evolving document […] These lecture notes are in an early stage of development. Stay tuned. Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International … Read more →

407

Statistik Vorlesung

by Lisa Lechner

2022-03-14

Dies sind Begleitnotizten für die Vorlesung Statistik. […] “Statistics is the grammar of science” (Karl Pearson) Ziel der Vorlesung Statistik ist, die Einführung in die zentralen Grundlagen und Begriffe der deskriptiven (Datenmatrix, Häufigkeitsverteilungen, Lagemaße, Streuungsmaße, Verteilungskenngrößen, Zusammenhang zwischen Variablen) und der induktiven Statistik zu geben. Gegenstand der induktiven Statistik ist es, durch geeignete Verfahren von der Stichprobe auf die Grundgesamtheit zu schließen und die Sicherheit der Schlussfolgerung abzuschätzen, d.h. Wahrscheinlichkeiten für die … Read more →

408

Outstanding User Interfaces with Shiny

by David Granjon

2022-03-14
Outstanding User Interfaces with Shiny

A book about deeply customizing Shiny app for production. […] By Kenton Russel aka @timelyportfolio Since the initial commit (https://github.com/rstudio/shiny/commit/e28b3da1badfecb34235e74a43aac4e8da1641bc) of Shiny in June 2012, the project has grown rapidly with users around the world across nearly every domain. Until 2021, strangely though, there was nearly zero comprehensive resources collecting the scattered wisdom and experience of thousands of Shiny users and developers into a single definitive resource. While, Hadley Wickham’s Mastering Shiny book (Hadley 2021) focuses on providing … Read more →

409

FINM2002/FINM7041

by Tiger Qu

2022-03-13

ANU Morange Class […] This is course overview for FINM2002/7041 ANU MOrange Class. Please check the course schedule … Read more →

410

MICROSTRUCTURAL FAULT ANALYSIS IN ROCCHETTA E CROCE (MONTE MAGGIORE, CE)

by Roberta Parlavecchia

2022-03-12

TESI DI LAUREA SPERIMENTALE IN GIS E PERICOLOSITA’ IDROGEOMORFOLOGICA […] A fault is a planar fracture of the earth’s crust that places two parts of the earth’s rock (fault blocks) in internal contact that slide relative to each other due to forces on the Earth. A fault is roughly described as a plane defined by dip-direction/dip and a slip vector defined by trend and dip. Depending on the direction of the main ones involved, the fault plane assumes a typical spatial arrangement, and the two fault blocks will move (relative displacement) with different kinematics. Movement along a fault can … Read more →

411

Linear Regression in Stata and R

by Rose Werth

2022-03-12
Linear Regression in Stata and R

This website contains lessons and labs to help you code linear regression in either Stata or R. […] Welcome to your guide to learning linear regression in Stata and R. This website houses all the information you need learn the basics of coding linear regression in Stata and R. It will not contain all the information taught in class, but will allow you to bridge that knowledge into running linear regressions on your own. The Stata labs on this website were adapted from materials by Ewurama Okai. This is a 10-week course with 9 labs. Each lab will focus on some topic related to coding linear … Read more →

412

LECTURE NOTES OF STAT 3202

by Dr. Pratheesh P. Gopinath

2022-03-12
LECTURE NOTES OF STAT 3202

A BOOK FOR UNDERGRADUATE PROGRAMME IN AGRICULTURE […] Welcome to the book LECTURE NOTES ON STATISTICAL METHODS AND … Read more →

413

Proyecto Migración

by Equipo Investigación

2022-03-11

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] El Salvador cuenta con un instituto especializado en migración que publica datos sobre este tema: la Dirección General de Migración y Extranjería de El Salvador (DGME). El apartado de estadísticas del sitio oficial no tiene ningún contenido. Al parecer, los datos se encuentran en el sitio de Transparencia del gobierno. Se recomienda hacer uso de los filtros o el buscador para optimizar las búsquedas. https://www.transparencia.gob.sv/institutions/dgme/documents … Read more →

414

Technical Guide for Estimating Building Rooftop Solar Potential in a City

by Einav Grinberg

2022-03-11

A technical guide for mapping rooftop solar potential in a city using open source data and software. […] In 1990, cities accounted for 45% of global final energy use, but by the end of 2020, this share had risen to approximately 75% and cities release a similar share of global energy-related CO₂ emissions. Today, most of the world’s energy supply is generated from fossil fuels, coal, oil, and natural gas. Fossil fuels are non-renewable sources of energy, and their use has a negative impact on the world’s economy, ecology, and climate.1 Therefore, the use and need for renewable energy … Read more →

415

Untitled

by Benjamin T. Martin

2022-03-09
Untitled

Untitled […] This is an evolving set of lecture notes for the course From Data to … Read more →

416

DATA 3320 Data Science Methodology and Applications

by Brian Fischer

2022-03-07

Hello. This is your course reader for DATA 3320 Data Science Methodology and Applications. Use the chapters of the reader to guide your work through each project. You will find the associated R Markdown file for each project on … Read more →

417

An Introduction to Bayesian Reasoning and Methods

by Kevin Ross

2022-03-06

This textbook presents an introduction to Bayesian reasoning and methods […] Statistics is the science of learning from data. Statistics involves We will assume some familiarity with many of these aspects, and we will focus on the items in italics. That is, we will focus on statistical inference, the process of using data analysis to draw conclusions about a population or process beyond the existing data. “Traditional” hypothesis tests and confidence intervals that you are familiar with are components of “frequestist” statistics. This book will introduce aspects of “Bayesian” statistics. We … Read more →

418

地球系统科学导论

by 田丰 武汉大学遥感学院

2022-03-04

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] 武汉大学遥感学院本科生专业选修课“环境保护与规划”从开始招收本科生起,一直由万幼川教授主讲,万教授讲授的内容分为5大部分,包括:遥感在环境中的应用、环境概论、大气污染及污染扩散模型、水质模型与水质信息系统、植被生态模型,后因课时数下调至32个,万教授删减了植被生态模型部分。2022年开始,在万教授退休之际,我将课程接手过来,正赶上武汉大学进行2023版本科生培养方案修订, ... Read more →

419

Modelos Estadísticos

by content

2022-03-02

Modelos estadísticos. Una visión práctica. […] Este compendio de unidades sobre modelización estadística trata de mostrar una versión aplicada para el tratamiento de los modelos estadísticos más básicos. El objetivo no es mostrar una versión teórica de estos modelos sino una versión aplicada. Se recomienda a los lectores interesado que complementen la teoría de estos modelos con manuales más específicos. Para poder seguir los contenidos aquí expuestos se recomiendan conocimientos básicos de estadística descriptiva, probabilidad e inferencia estadística, así como las funciones de R … Read more →

420

Simulación de Procesos y Sistemas

by content

2022-03-02

Manual práctico sobre simulación de procesos y sistemas […] La simulación es una de las herramientas de modelización probabilística más utilizadas en la industria. Se utiliza para el análisis de sistemas existentes y para la selección de sistemas óptimos a partir del planteamiento y comparación de diversos escenarios plausibles. Ejemplo 0.1 Por ejemplo, supongamos que un gran supermercado ha estado recibiendo quejas de los clientes sobre el tiempo que pasan en la cola esperando una caja disponible para pagar. La dirección ha decidido añadir algunas cajas más, pero ha de decidir cuántas … Read more →

421

Expanding and Corroborating the Known Extent of Anadromous Waters in the Kenai Peninsula Throughout the Kenai Peninsula

by Benjamin Meyer, Kenai Watershed Forum

2022-03-01

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This document contains preliminary data and analysis related to Alaska Sustainable Salmon Fund project #54014, “Expanding and Corroborating the Known Extent of Anadromous Waters Throughout the Kenai Peninsula.” The Kenai Peninsula’s watersheds are significant producers of Pacific salmon. Critical to Alaska’s economic and cultural wellbeing, these salmon support fisheries both inland and throughout Cook Inlet. This project is documenting anadromous spawning, … Read more →

422

R 로 하는 Mixed Model

by Michael Clark m-clark.github.io Translator : 김설기

2022-02-28
R 로 하는 Mixed Model

This is an introduction to using mixed models in R. It covers the most common techniques employed, with demonstration primarily via the lme4 package. Discussion includes extensions into generalized mixed models, Bayesian approaches, and realms beyond. […] Michael Clark m-clark.github.io Translator : 김설기 … Read more →

423

Comparative Methods

by Brian O’Meara

2022-02-28

How to do comparative methods for evolution and ecology […] This book was created as part of my PhyloMeth class, which focuses on sensibly using and developing comparative methods. It will be actively developed over the course of Spring 2017, so if you don’t like this version (see date above), check back soon! The book is available here but you can fork it, add issues, and look at raw source code at https://github.com/bomeara/ComparativeMethodsInR. [Note I’ll be changing the name of the repo eventually; the course is largely in R (not entirely) but of course many key methods appear in other … Read more →

424

BS1009: the Extra Bits

by Kevin the TA

2022-02-27

A gitbook-style website authored for BS1009. […] This is a website I (Kevin) made to collate all of the material that I would have discussed throughout my TA-ing sessions in BS1009! To navigate the website, note the following: If this website is helpful, do spread the love by clicking on one of the social media logos on the top right hand corner of your … Read more →

425

Step by Step I: Linear Models

by Sérgio Moreira

2022-02-26

Step by Step I assembles in one place the tutorials I have been using to teach and apply to practice simple, multiple and hierarchical linear models. This file is a working document and will be regularly updated with reviews and new contents. My name is Sérgio. I have a PhD in Social Psychology, I am a consultant on social issues in major development induced projects, and I teach Applied Psychology and Research Methods at the Faculty of Psychology at the University of Lisbon, and Católica Lisbon School of Business and Economics. I am interested in Social Impact Assessment, Stakeholders … Read more →

426

Introduction to Computational Finance and Financial Econometrics with R

by Eric Zivot

2022-02-25

Add description […] Outline of preface (preliminary and incomplete). June 21, 2016. I started teaching the course Introduction to Financial Econometrics at UW in 1998. Motivation was to teach more statistics and quantitative methods to economics majors. I found that combining statistics topics with finance applications was very effective and popular. Early classes used Microsoft Excel as the main software tool (R was not around then). Experience with Excel was, and still is, in high demand by employers in the finance industry. However, Excel is not a good tool for doing statistics. In early … Read more →

427

R for marketing students

by KU Leuven Marketing department

2022-02-25

KULeuven R tutorial for marketing students […] In this tutorial, we will explore R as a tool to analyse and visualise data. R is a statistical programming language that has rapidly gained popularity in many scientific fields. The main difference between R and other statistical software like SPSS is that R has no graphical user interface. There are no buttons to click. R is run entirely by typing commands into a text interface. This may seem daunting, but hopefully by the end of this tutorial you will see how R can help you to do better statistical analysis. So why are we using R and not one … Read more →

428

Exploration de données avec R

by ael

2022-02-24

Ce document est une introduction à l’utilisation du logiciel libre de traitement de données et d’analyse statistique R. Il vise à introduire uniquement les notions de base nécessaire à connaitre pour quelqu’un qui découvre ce langage de programmation pour la première fois. Ce document est inspiré de plusieurs sources, parmi lesquels nous citons les références suivantes En anglais : En français : … Read more →

429

🃏 Probability I

by Dr. Daniel Flores Agreda (based on the Lecture by Prof. Davide La Vecchia)

2022-02-24

Course Materials […] Hello and Welcome to this introductory Lecture in Probability! These Course Notes are a complement to the Lecture Probability I. The Lecture is divided in the following Chapters, and each Chapter contains several themes. The Lectures will take place in the room MR280 on Thursday from 12h15 to 14h00. For those students who cannot attend the lectures, a recording will be available on Mediaserver. Seminars will take place on Thursday from 16h15 to 18h00 in the room MS130. For those students who cannot attend the seminars, a recording will be available on Mediaserver. Every … Read more →

430

Business Intelligence II - Anvendt Machine Learning

by Mads Stenbo Nielsen

2022-02-23

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Første modul omhandler en generel introduktion til softwareprogrammet R (https://www.r-project.org/). Her gengives en række eksempler på R-kode samt det tilhørende R-output for at illustrere forskellige grundlæggende funktionaliteter i programmet. Programmet R tager koder som input, så hver gang man skal have udført noget, skal man skrive de(n) relevante kode(r), som herefter eksekveres af programmet og giver det ... Read more →

431

SIDS-Related Deaths in Cook County, IL

by Daniel P. Hall Riggins

2022-02-20

An public health analysis of SIDS-related mortality […] This analysis seeks to describe, map, and model the number of Sudden Infant Death Syndrome (SIDS)-related deaths in Cook County, IL census tracts for the purposes of public health interventions. Image credit to JAMA … Read more →

432

Lab notes for Statistics for Social Sciences II: Multivariate Techniques

by Eduardo García-Portugués

2022-02-19

Lab notes for Statistics for Social Sciences II: Multivariate Techniques […] Welcome to the lab notes for Statistics for Social Sciences II: Multivariate Techniques. Along these notes we will see how to effectively implement the statistical methods presented in the lectures. The exposition we will follow is based on learning by analyzing datasets and real-case studies, always with the help of statistical software. While doing so, we will illustrate the key insights of some multivariate techniques and the adequate use of advanced statistical software. Be advised that these notes are neither … Read more →

433

Exemplo Livro Git (18/02/2022)

by John Doe

2022-02-18

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

434

R for Data Science - 한국어

by 해들리 위컴, 개럿 그롤문드, 번역-김설기, 최혜민

2022-02-17
R for Data Science - 한국어

A book created with bookdown. […] 이 곳은 해들리 위컴과 개럿 그롤문드의 책 “R for Data Science” 의 한국어 번역 (번역: 김설기, 최혜민)입니다. 원어 웹북이 현재 2판 업데이트되고 있으며, 이에 따라 본 한국어웹북도 업데이트 중입니다. 본 웹북은 RMarkdown 과 bookdown 으로 작성되었으며, 소스코드는 https://github.com/sulgik/r4ds 입니다. 영문의 연습문제해답도 볼 수 있습니다. 종이책(1판)은 알라딘 등에서 구입할 수 … Read more →

435

My Website

by joao_msoutomaior

2022-02-16

Hello, Website! For more information about simple R Markdown websites, please read the documentation at https://bookdown.org/yihui/rmarkdown/rmarkdown-site.html. Please also note that simple R Markdown sites are not based on blogdown. They are probably good for websites with only a few Rmd documents. For larger-scale and more sophisticated websites (such as blogs), you may want to use blogdown instead: https://github.com/rstudio/blogdown. … Read more →

436

Research Guide

by Alma A. Bezares Calderón

2022-02-15

Research Guide […] Doing research is like baking: it requires structure (you need to follow a series of steps), but it also requires passion and some magic. It requires Deep Work, and a clear commitment to produce something that helps us understand the world a little bit better. In this Guide, I will introduce some of the elements that will help you produce a great research project. Just as with a baking book, I will introduce some of the elements and stages you need to follow in producing your research paper. But it is important that you also feel free to include your own magic. Use the … Read more →

437

🃏 Probability I

by Dr. Daniel Flores Agreda (based on the Lecture by Prof. Davide La Vecchia)

2022-02-14

Course Materials […] Hello and Welcome to this introductory Lecture in Probability! These Course Notes are a complement to the Lecture Probability I. The Lecture is divided in the following Chapters, and each Chapter contains several themes. The Lectures will take place over Zoom on Thursdays from 12h to 14h. Lectures will consist on a presentation of the contents of the class. During the class, there will be some exercises. You are invited to download the app Wooclap Q&A sessions on the exercises will take place on Thursdays from 16 to 18 over Zoom. We will soon be making available a … Read more →

438

Probability

by Michael Foley

2022-02-12

Notes cobbled together from books, online classes, etc. to be used as quick reference for common work projects. […] These are notes from books, classes, tutorials, vignettes, etc. They contain mistakes, are poorly organized, and are sloppy on fundamentals. They should improve over time, but that’s all I can say for it. Use at your own risk. The focus of this handbook is probability, including random variables and probability distributions. Not included here: statistics, machine learning, text mining, survey analysis, or survival analysis. These subjects frequently arise at work, but are … Read more →

439

Presentación

by cristianbonavida

2022-02-12

Nos propusimos trasncribir al lenguaje R y Python los apéndices del libro Pobreza y Desigualdad en América Latina de Gasparini, Cicowiez y Sosa Escudero que originalmente fueron escritos para Stata. […] Nos propusimos trasncribir al lenguaje R y Python los apéndices del libro “Pobreza y Desigualdad en América Latina” de Gasparini, Cicowiez y Sosa Escudero que originalmente fueron escritos para Stata y que permitían replicar los datos e información presentados por los autores en el texto. Cada capítulo consta de un apéndice con códigos que permiten llevar a la práctica los conceptos … Read more →

440

Stat 140 Notes: Spring 2022

by Laurie Tupper

2022-02-12

Notes and docs for Stat 140 […] These notes are divided into different sections: This document isn’t designed to be read through in order – hence all the hyperlinks. Use the sidebar to navigate to what you need (you can also bookmark specific locations in your browser), and feel free to ask (or start a discussion thread!) if you can’t find something. Happy … Read more →

441

Companion to Stock and Watson’s Intro to Econometrics

by John Stone

2022-02-11

This is a minimal example of using the bookdown package to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::gitbook, [...] I’ve written this booklet as a companion to Stock and Watson (2019). I will assign sections for you to read before coming to class. This will give us time in class to address common misconceptions and ask new questions. I recommend you read the corresponding material in Stock and Watson (2019) after you have read the chapter in this companion text and either before or after our in-class ... Read more →

442

Bookdown Template

by Rethink Priorities

2022-02-11

Bookdown Template […] This book is a bookdown template to be used for various projects of the Rethink Priorities survey team. The main goal of this book is to serve as a skeleton project that can be copied and used in other projects. Additionally, it contains some chapters that serve as tutorials for different features of this bookdown format. Please add yourself to the list below to acknowledge your contributions. Willem Sleegers: willem@rethinkpriorities.org David Reinstein: dreinstein@rethinkpriorities.org … Read more →

443

Pricing Danish Mortgage Bonds using Machine learning for estimation

by Morten Søby Willendrup

2022-02-11

Pricing Danish Mortgage Bonds using Machine learning for estimation […] I want to thank a few people. This is an example of a thesis setup to use the reed thesis document class (for LaTeX) and the R bookdown package, in general. You can have a dedication here if you wish. Second paragraph of abstract starts … Read more →

444

Manual de R

by Valen Terés

2022-02-07

Guía breve para trabajar con data frames. Incluye descripción de las fuciones utilizadas […] En este manual se detallan los pasos a realizar para: La estructura es la … Read more →

445

Predictive Analytics: The Code Book

by Prof Dr Matthias Bogaert

2022-02-07

This is the code book accompanying the slides of predictive and prescriptive analytics (F000801). […] This book contains example code of most of the items discussed in the slides of predictive analytics. The student is advised to first go over the slides and the online videos, such that he/she has a profound understanding of the underlying concepts. The theory will only be revised briefly in this book. The goal of this book is to give you an example of most of the concepts seen in class in the statistical programming language R. The code book will closely follow the content and order of the … Read more →

446

An(other) introduction to R

by Felix Lennert

2022-02-07

This is a gentle introduction to R and the basic usage of some tidyverse packages (dplyr, tidyr, ggplot2, forcats, stringr) for data manipulation and visualization. […] Dear student, in the following, you will receive a gentle introduction to R and how you can use it to work with data. This tutorial was heavily inspired by Richard Cotton’s “Learning R” (Cotton 2013) and Hadley Wickham’s and Garrett Grolemund’s “R for Data Science” (abbreviated with R4DS). The latter can be found online (Wickham and Grolemund 2016). We will not immediately start out with the packages from the tidyverse … Read more →

447

Métodos Cuantitativos

by Aleksander Dietrichson, PhD

2022-02-04

Material de Cátedra para el curso «Metodologías cuantitativas». […] Este texto ha sido editado en respuesta a la aparente falta de un libro de texto introductorio al análisis cuantitativo y estadísticas acesible y moderno en castellano. Si bien fue concebido como material de cátedra para Metodologías cuantitativas materia que dicta el autor en la Escuela de Humanidades de la Universidad Nacional San Martín, se adaptará fácilmente a cursos introductorios de estadísticas en … Read more →

448

Deliberativ meningsmåling i Bergen

by Sveinung Arnesen, Anne Lise Fimreite, Jon Kåre Skiple

2022-02-03
Deliberativ meningsmåling i Bergen

Rapport til Byrådet i Bergen om gjennomføringen av deliberativ meningsmåling i Bergen, 12. juni 2021 […] Denne rapporten presenterer resultatene fra en deliberativ meningsmåling i Bergen sommeren 2021. Arrangementet ble gjennomført som et ledd i det forskningsrådsfinansierte prosjektet Demokratisk innovasjon i praksis: Forskning på medvirkning og legitimitet i kommunale beslutningsprosesser (Demovate) (prosjektnummer 295892). Prosjektansvarlig er Bergen kommune, og faglig ledes prosjektet av forskningsinstitusjonen NORCE. Samarbeidspartnere er Universitetet i Bergen og Stanford University. … Read more →

449

STM1001: Introduction to Bioinformatics in R

2022-02-03

STM1001 Bioinformatics (Science/Health Science/Data Science Modules) […] Welcome to another content supplement for the STM1001 Science, Health Science and Data Science modules. Throughout the semester, as we cover different aspects of statistics and data science, supplementary documents such as this one will be used to enhance your learning experience. This document contains material to support your learning as you complete Computer Labs 7B and 8B of the Science, Health Science or Data Science modules. We recommend that you take a few minutes to browse the different sections in this … Read more →

450

Bio Ciencia de Datos

by jp_6

2022-02-03

Curso libre de ciencia de datos y modelos en R/Python. Este es un ejemplo mínimo del uso del paquete bookdown para escribir un libro. […] Curso abierto de ciencia de datos y modelos en R/Python. Con aplicaciones en ciencias actuariales y … Read more →

451

Economic Statecraft

by Yuleng Zeng

2022-02-01

This is a graduate-level seminar on economic statecraft. I started teaching this course at the University of Salzburg in 2020. The intention of maintaining this website is to facilitate my teaching and to keep track of the resources I use. Feel free to use this website for education purposes. If you see any errors or have suggestions, please do let me know. The syllabus of this class can be downloaded here: EconomicStatecraft. Please right click on the link and download or open it in a new … Read more →

452

Chinese Foreign Policy

by Yuleng Zeng

2022-02-01

This is a graduate-level seminar on Chinese foreign policy. I started teaching this course at the University of Salzburg in 2021. The intention of maintaining this website is to facilitate my teaching and to keep track of the resources. Feel free to use this website for education purposes. If you see any errors or have suggestions, please do let me know. The syllabus of this class can be downloaded here: CFP. Please right click on the link and download or open it in a new … Read more →

453

Geostatistics Final Summary

by Yan Ren

2022-01-30

This is the final report summary of spatial statistics analysis. January 31, 2022. […] Spatial data is considered as a random process ({Z(s),s\in D}) in this part. Set coalash dataset as an example (Figure 1.1). (D) is the region with values. and (s) indicates percent of coalash in this location. Many kinds of exploratory statistics can be applied here to test stationarity, local stationarity and so on. The key idea in this chapter is to model the above random process ({Z(s),s\in D}) with values on known locations. Then inference of unknown locations can be made. Variogram is … Read more →

454

Kurshandbuch

by Marco Lünich, M.Sc.

2022-01-29

Kurshandbuch zum Methodenseminar ‘Vertrauen, Legitimität, Fairness & Co.: Die Messung latenter Variablen in der politischen Kommunikation’ […] Das folgende Dokument enthält alle wichtigen Informationen zum Seminar Vertrauen, Legitimität, Fairness & Co.: Die Messung latenter Variablen in der politischen Kommunikation im WS 20/21 am Institut für Sozialwissenschaften der Heinrich Heine Universität Düsseldorf. Work in … Read more →

455

Political Economy of Development

by Alma A. Bezares Calderón

2022-01-28

Guide for the Course ECON371- Political Economy of Development […] The objective of this compendium is to provide a study guide for the course: ECON371- Political Economy of Development. This guide does not replace any of the books used in the course nor the lecture notes. However, it will help you to go through it, so you can understand and critically think about the material that we will cover in the course. The best way to contact me is through email. I am usually very fast at responding to my students, but plan for a 24-hour delay in my response during the weekdays. I usually do not … Read more →

456

SPRO1.knit

by lgallegov1

2022-01-27
SPRO1.knit

Este libro analiza los resultados obtenidos por 25.000 estudiantes de la Universidad Nacional de Colombia que han presentado las pruebas SABER Pro durante el período 2016 a 2020. El principal propósito de este documento consiste en analizar las brechas de Sexo, Tipo de Admisión, Estrato y Tipo de Colegio en Competencias Transversales o Genéricas (Razonamiento Cuantitativo, Lectura Crítica, Competencias Ciudadanas, Inglés, Comunicación Escrita) y Competencias Disciplinares o Específicas para todas las Sedes, Facultades y Programas curriculares de la Universidad Nacional de Colombia. Asi mismo, analiza comparativamente los desempeños en algunas de estas competencias en el Examen de Admisión con el desempeño obtenido en la prueba SABER Pro con el fin de determinar el efecto de la Experiencia Universitaria en el desarrollo de estas competencias. Finalmente, los resultados aquí encontrados pueden ser usados como una hoja de ruta para la implementación de futuras acciones de mejoramiento académico en la Universidad Nacional de Colombia. Read more →

457

My Final College Paper

by Morten Søby Willendrup

2022-01-27

My Final College Paper […] I want to thank a few people. This is an example of a thesis setup to use the reed thesis document class (for LaTeX) and the R bookdown package, in general. You can have a dedication here if you wish. Second paragraph of abstract starts … Read more →

458

VALUTAZIONE DELLA SUSCETTIBILITA’ DA FRANA NEL BACINO IDROGRAFICO DI TRUNCA (RC)

by Roberta Parlavecchia

2022-01-27

TESI DI LAUREA SPERIMENTALE IN GIS E PERICOLOSITA’ IDROGEOMORFOLOGICA […] Il dissesto idrogeologico è fra le cause di rischio principali per l’assetto sociale ed economico del nostro paese ed è, per altro, fortemente condizionato dall’azione dell’uomo oltre che dai continui cambiamenti del territorio che hanno incrementato la possibilità di accadimento di fenomeni disastrosi, e dall’aumentata presenza di beni e di vite umane nelle zone in cui tali eventi sono probabili e si manifestano. L’antropizzazione del territorio, il continuo diboscamento, l’apertura di cave, l’emungimento incontrollato … Read more →

459

Data Management for Analytics and Applications

by Marios Kokkodis, George Wyner

2022-01-23

This workbook is a basic introduction to data management with R and SQL. […] This book is a basic introduction to data management with R and SQL. It is curated for Boston College’s Data Management for Analytics and Applications (ISYS3350). For the content of this book, you will need to have access to R, RStudio, and a relational database. For the ISYS3350 class, we will use the following infrastructure: Enjoy the workbook! For comments, suggestions, errors, and typos, please email us at: kokkodis@bc.edu, … Read more →

460

성경

by 이우근

2022-01-23

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] 육체의 일은 분명하니, 곧 음행과 더러운 것과 호색과, 우상 숭배와 주술과 원수 맺는 것과, 분쟁과 시기와 분냄과, 당 짓는 것과 분열함과 이단과, 투기와 술 취함과 방탕함과, 또 그와 같은 것들이라. 전에 너희에게 경계한 것 같이 경계하노니, 이런 일을 하는 자들은 하나님의 나라를 유업으로 받지 못할 것이요 오직 성령의 열매는, 사랑과 ... Read more →

461

Mapping Workshop

by Jonas Rodriguez, This material is based upon work supported by the National Science Foundation under Grant No. (1733633)

2022-01-21

Mapping of all flavours: GWAS, TWAS, eQTL […] Before starting, please take this survey to help improve these materials and help develop new materials. For each section, if you run into issues, please leave a comment with the problems you are having in the comments section at the bottom of the page. Note, you can leave a comment as a guest by simply click on the ‘Name’ field and check the box labeled ‘Id rather post as a guest.’ It will ask for your name and e-mail and you will be able to comment without setting up a Disqus account. University of Wisconsin Madison, … Read more →

462

Notas de Microeconometría Aplicada

by Autor: Arturo A. Aguilar Esteva, Colaborador: Vicente López Ramírez

2022-01-21

Notas de Microeconometría Aplicada […] Estas notas fueron desarrolladas por el profesor Arturo A. Aguilar Esteva como material didáctico de apoyo para los cursos de Microeconometría Aplicada que imparte a nivel licenciatura y maestría en el Instituto Tecnológico Autónomo de México (ITAM). Todos los errores son su responsabilidad. Cualquier comentario y observación con respecto a errores se agradecerá que lo dirijan al correo arturo.aguilar@itam.mx. … Read more →

463

Meta-analysis of Ecological Data in R

by Rob Crystal-Ornelas, PhD

2022-01-15

A book about how to use R for the meta-analysis of ecological data […] We created this book as a guide to conducting meta-analysis using ecological data in R. Ecologists are increasingly turning to evidence synthesis (i.e., systematic review and meta-analysis) as a way of describing and summarizing the published evidence base within sub-disciplines. There are helpful books that provide the theory behind meta-research in ecology (Koricheva, Gurevitch, and Mengersen 2013). There are also more technical guides that provide the R code for conducting meta-analyses, but these are typically built … Read more →

464

Probability and Statistics for Business and Finance - 2021/22

by Michela Cameletti and Raffaele Argiento

2022-01-14

Notes for the R labs of the PSBF course @Unibg […] You are reading the lecture notes of the R labs for the Probability and Statistics for Business and Finance (PBSF) course at University of Bergamo (academic year 2021/22). R is a great programming language especially designed for statistical analysis and data visualisation. The PSBF R labs are designed for those who don’t have any programming background. It will be a step-by-step path; at the end you will have the basic R knowledge for analysing financial time series. Enjoy the journey! In the following lecture notes, this font (with grey … Read more →

465

Practical Data Skills

by Introduction To Data Science

2022-01-14

Practical Data Skills […] The purpose of this book is to provide practical data science skills to managers and business analysts. The focus is helping the reader develop pragmatic skills they can apply within their organizations to extract value from data. This book will not provide a complete and rigorous overview of data science, statistics, or computer programming, but it will help the reader quickly learn how to process and analyze data in the R programming language. The book assumes nothing more than a high school level background in mathematics - it requires no prior knowledge of … Read more →

466

Data Management for Analytics and Applications

by Marios Kokkodis

2022-01-12

This workbook is a basic introduction to data management with R and SQL. […] This book is a basic introduction to data management with R and SQL. It is curated for Boston College’s Data Management for Analytics and Applications (ISYS3350). For the content of this book, you will need to have access to R, RStudio, and a relational database. For the ISYS3350 class, we will use the following infrastructure: Enjoy the workbook! For comments, suggestions, errors, and typos, please email me at: … Read more →

467

Bridging the gap between service extension and cultural facilitation among ASHAs

by Oskar Burger, Maciej J. Danko, Faiz Hashmi, Palash Singh, Hannah Lunkenheimer, Emily Little, Micah Goldwater, Tracy Johnson, Cristine Legare

2022-01-12
Bridging the gap between service extension and cultural facilitation among ASHAs

This book covers data analysis and synthesis for the major empirical contributions of Project RISE. Project RISE is a mixed-methods project designed to leverage the power of ritual for understanding the motivation and performance of community health workers in Bihar. […] Project RISE is a collaborative and mixed-methods effort with the goal of improving maternal and newborn health in Bihar, India by designing tools to help the motivation and performance of community health workers. This Report covers data analysis and synthesis for the major empirical sections of Project RISE, including … Read more →

468

JA Data Science Cookbook

by Shannon Carter & David McClendon

2022-01-12

This is a collection of data science tools and techniques commonly used at January Advisors. The output format for this example is bookdown::gitbook. […] This is a collection of data science tools and techniques commonly used at January Advisors. The book is meant primarily for internal use, e.g., internal training, referencing best/past practices, and onboarding new … Read more →

469

Painting the Malaysian Covid Public Data

by Azman Hussin and Wan M Hasni

2022-01-11

The book is designed primarily for data science and R beginners who want to learn exploratory data analysis (EDA) through visualization in a practical way by working on actual data related to a real problem. We continue to stress these themes in the book; EDA, visualization, actual data, and learning by solving problems (#learnbydoing). We envisage that the book will only have an online version because of the dynamic nature of the problems related to Covid and the increasing data. The Covid pandemic should be of concern to all. Everyone is affected through being infected, constrained by … Read more →

470

너무나도 중요한 소식

by yiugn@naver.com

2022-01-10

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. ... Read more →

471

中文书籍的 bookdown 模版

by 黄湘云

2022-01-08

这是一个简单的中文书籍模版,顺便介绍了如何使用中英文字体,参考文献样式等。 […] 这是中文书籍模版,源文件的编译和组织使用 knitr (Xie 2015) 和 bookdown (Xie 2016),参考文献的样式文件来自 Zotero。 系统上安装 Noto 系列的四款字体,依次是英文衬线字体,英文无衬线字体,简体中文宋体,简体中文黑体,其中,两款英文字体包含正常、粗体、斜体、粗斜体四种字型。 安装后,需要先调用 sysfonts 包注册字体到 R 环境,以便绘图时使用。 showtext 包调用系统安装的中英文字体,如图 0.1 所示,横纵坐标轴标题使用黑体,主标题黑体加粗,边空文本是宋体,图内注释也是宋体,坐标轴刻度值用无衬线字体。 本书使用 Bootstrap 样式主题,因此,除了 … Read more →

472

Lean Seis Sigma para la Mejora de Procesos

by asun_mayoral

2022-01-07

Contenidos teórico-prácticos de la asignatura Mejora de Procesos (1479), en el Grado en Estadística Empresarial, de la Universidad Miguel Hernández de Elche […] Este libro contiene los contenidos teóricos y algunos ejemplos desarrollados para el aprendizaje de la asignatura Mejora de Procesos (código 1479) que se imparte en el 4º curso del Grado en Estadística Empresarial de la Universidad Miguel Hernández de Elche (UMH), en España. En la recopilación de contenidos teóricos, los autores agradecemos los materiales que nos compartió en su día nuestro gran amigo Luis Giménez Guardiola, que … Read more →

473

Crime Mapping and Analysis

by Gio Circo

2022-01-03

Lab materials, examples, and other data for use in Dr. Circo’s CJST 4557 course. […] Welcome to CJST 4557 - Crime Mapping and Analysis! Before we get started, let’s address a few common questions about this course, as well as some more general questions about crime mapping in general. In general I have a few major goals for you in this course: This is intended to be a general course covering common methods in crime analysis, some of the tools that go along with it, and a theory-based discussion of how to best implement strategies for crime prevention. This will be a mix of both lab-based … Read more →

474

Data Modeling Methods

by Jacob Larget

2022-01-03

Data Modeling Methods […] This site is built upon UW-Madison’s STAT340, a class I took in Fall 2021 under the direction of Keith Levin and Bi Cheng Wu. My hope is that integrating their work into this website format increases … Read more →

475

Data Analytics: A Small Data Approach

by Shuai Huang & Houtao Deng

2022-01-02
Data Analytics: A Small Data Approach

This book is suitable for an introductory course of data analytics to help students understand some main statistical learning models, such as linear regression, logistic regression, tree models and random forests, ensemble learning, sparse learning, principal component analysis, kernel methods including the support vector machine and kernel regression, etc. Data science practice is a process that should be told as a story, rather than a one-time implementation of one single model. This process is a main focus of this book, with many course materials about exploratory data analysis, residual analysis, and flowcharts to develop and validate models and data pipelines. Read more →

476

Buku Visualisasi Data yang Efektif

by Aep Hidayatuloh

2021-12-31
Buku Visualisasi Data yang Efektif

Kemampuan menyajikan informasi dan insight hasil analisis data adalah kompetensi penting pada era kini dan masa depan. Teknik visualisasi data yang efektif akan memberikan dampak signifikan pada keberhasilan komunikasi dengan target audiens. Tidak hanya mempermudah pengenalan pola pada data, visualisasi data juga dapat memperkuat pesan yang ingin disampaikan. Buku ini membahas berbagai cara visualisasi data yang disesuaikan dengan tujuan dan ketersediaan data, serta memberikan beberapa hal esensial dalam menyiapkan bahan visualisasi data. … Read more →

477

Discovering Structural Equation Modeling Using Stata R, the Tidyverse, and Lavaan

by Nicholas R. Jenkins

2021-12-27

This project replicates the Stata code in Acocks’s (2013) text with R, the tidyverse, and lavaan. […] This project is a guide through Alan Acock’s Discovering Structural Equation Modeling Using Stata in R using the Tidyverse, and lavaan packages. The data needed to replicate the analyses in the book can be found on the book’s website here: Discovering Structural Equation Modeling Using Stata. My goal is to show how to fit these models in R and visualize their results. This is also, ver much, a work in progress. I assume that you have some familiarity with R and the tidyverse and won’t spend … Read more →

478

Text as Data Methods in R - Applications for Automated Analyses of News Content

by Valerie Hase, IKMZ, University of Zurich

2021-12-21

Text as Data Methods in R - M.A. Seminar at IKMZ, HS 2021 […] This online tutorial will accompany the seminar “Text as Data Methods in R - Applications for Automated Analyses of News Content”. It is part of the M.A. “Internet & Society” (IKMZ, University of Zurich, HS2021). At the moment, the course is expected to take place via in-person meetings every Tuesday 10:15-12 am in room BIN-1-D.25. Please note that this may change in light of new COVID-19 developments. You will find all necessary information on the seminar’s structure, important dates and assessments/evaluations via OLAT. Please … Read more →

479

重庆市公共卫生医师规范化培训-寄生虫病

by 罗飞

2021-12-20

用于重庆市2021年公共卫生医师规范化培训用 […] 这本书主要用于重庆市2021年公共卫生医师规范化培训。本书结构如下: … Read more →

480

Encuesta docente Impacto de la Pandemia en el desempeño académico de los estudiantes

by Sonia Monroy, Hernando Díaz, Francisco Amórtegui, Luis E. Gallego

2021-12-17

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Esta encuesta se realiza en el marco del desarrollo del proyecto de investigación acerca del Impacto de la Pandemia de COVID-19 sobre el desempeño académico de los estudiantes. En términos generales, se indaga sobre las herramientas utilizadas en el quehacer docente durante la pandemia, las estrategias de evaluación y calificación aplicadas y la percepción del impacto que tuvo la pandemia sobre el desempeño académico de los estudiantes. Enunciado. Una de las … Read more →

481

Interactive Teaching Techniques

by Teaching & Learning Centre

2021-12-16

Collection of interactive teaching techniques. […] Welcome to the ebook on interactive teaching techniques. This document is based on the Interactive Techniques PDF of Kevin Yee. Based on the creative commons licence the Teaching & Learning Centre of the University of Amsterdam is maintaining and expanding this ebook version. The full credits can be found at the end of this ebook. These techniques presented in this ebook have multiple benefits: the instructor can easily and quickly assess if students have really mastered the material (and plan to dedicate more time to it, if necessary), and … Read more →

482

Technical Report for the Development of a Values Informed Leadership Measure

by Jennifer Bragger, Diego Figueiras, Renata Garcia Prieto Palacios Roji, John Kulas & Ian Lee

2021-12-15

This is a technical report that documents the development of a 360 assessment of effective … Read more →

483

The Epidemiologist R Handbook

by the handbook team

2021-12-15

The Epi R Handbook is an R reference manual for applied epidemiology and public health. […] This handbook strives to: Languages: Vietnamese (Tiếng Việt) Written by epidemiologists, for epidemiologists Applied Epi is a non-profit organisation and grassroots movement of frontline epis from around the world. We write in our spare time to offer this resource to the community. Your encouragement and feedback is most welcome: We offer live R training from instructors with decades of applied epidemiology experience - email us to discuss. Offline version See instructions in the Download handbook … Read more →

484

Machine Learning for Imbalanced Datasets

by Nana Boateng

2021-12-14

This is a machine learning textbook for dealing with imbalanced datasets […] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). The bookdown package can be installed from CRAN or Github: {r eval=FALSE}install.packages(“bookdown”) # or the development version # devtools::install_github(“rstudio/bookdown”) Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level heading #. To compile this example to PDF, you need XeLaTeX. You are recommended to install TinyTeX … Read more →

485

Data Management Using R

by Myo Minn Oo, MD, PhD

2021-12-12

This book is a guidebook for medical data management in R. […] Welcome to dmur! This is a book for anyone who are interested in manipulating and processing medical data. This book introduces different aspects of data management and how to implement these in R using RStudio. While there are a plethora of great R books covering a variety of data management topics, I hope this book would serve as a self-learning guide to avoid roadblocks and frustrations before becoming fully comfortable with using R. Many beginners find themselves wanting to develop data management skills in R, but lose their … Read more →

486

UCT Actuarial Science Student Managment Program

by Various Authors

2021-12-09

UCT Actuarial Science Student Managment Program […] This readme file is designed to describe the UCTAS-stuman program, as well as provide an overview of the exemption process and their various … Read more →

487

LuoFei的R学习笔记

by 罗飞

2021-12-08

R语言学习笔记 […] 作为一名10多年工作经历的公卫人,在实际工作感受越来越明显的是,公共卫生的研究对于数学,尤其是统计学的知识需求越来越大。现在看国外的文章,没有数学基础,几乎看都看不懂。使用统计学方法不可避免地又会使用到统计软件。传统的SAS, Stat 和 Spss等均有自身的优缺点。其实主要是要收费啊!! R语言从诞生到现在,不停的发展壮大,愈来愈完善,关键是开源、免费,还有各种最新的统计方法的包。在2020年新冠疫情期间,我从湖北回来后的隔离期间,学习了Python,学了2个礼拜感觉对于自己的工作来说,R好像更为实用点。之后我开始零散的学习R语言。大半年过去了,现在感觉因为没有系统的学习,知识点有点混乱,平时写代码的时候,常常会忘记一 … Read more →

488

Statistical Methods for Environmental Mixtures

by Andrea Bellavia

2021-12-07
Statistical Methods for Environmental Mixtures

Humans are simultaneously exposed to a large number of environmental hazards. To allow a more accurate identification of the risks associated with environmental exposures and developing more targeted public health interventions, it is crucial that population-based studies account for the complexity of such exposures as environmental mixtures. This poses several analytic challenges and often requires the use of extensions of standard regression approaches or more flexible techinques for high-dimensional data. This document presents an extended version of the class material that was used in an introductory two-weeks course on statistical approaches for environmental mixtures. The main challanges and limitations of standard regression techniques are outlined, and recent methodological developments are introduced in a rigorous yet non-theoretical way. The course was designed for students and postdocs in environmental health with basic preliminary knoweldge on linear and logistic regression models. Sources and code examples to conduct a thorough analysis in R are also included. Read more →

489

Proyecto Final: Hotel Cancelation

by Alex Joel Marco

2021-12-06

Este es el reporte final del proyecto final sobre el concurso de Kaggle de predicción de cancelación en hoteles. […] Con el fin de planear tarifas y actividades de ventas o promoción, los hoteles hacen estimaciones adelantadas de su ocupación en cada día. Una parte de estas estimaciones requiere predecir cuántas de las reservaciones que ya se tienen van a terminar en cancelaciones, lo cual libera inventario que afecta en la planeación. Predecir cuáles reservaciones son probables que terminen o no en cancelación. Los datos que se utilizaron para este proyecto fueron obtenidos del sitio … Read more →

490

Coding for Data Science 2021/22 - R part

by Michela Cameletti

2021-12-04

Notes for the R labs of the C4DS course @ Unibg […] You are reading the lecture notes of the R lectures for the Coding for Data Science (C4DS) course at University of Bergamo (academic year 2021/22). C4DS is the first module of the course named Coding and Machine Learning (see here for more details). The C4DS R lectures are designed for students who already have a programming background thanks to the first part of the C4DS course dedicated to Python. In this part of the module we will introduce R programming language for data science (including data manipulation, data visualization and … Read more →

491

EDM - Dengue and Urbanization

by Gabriel Carrasco-Escobar

2021-12-03

EDM - Dengue and Urbanization […] These codes are based on Sugihara 2012 paper and code repository. Documentation could be found here. References Lorenz chaotic attractor Constructing Empirical Dynamic Models: Taken’ Theorem State Space Reconstruction: Convergent Cross … Read more →

492

Códigos Auditoría CCU

by M. Ignacia Vicuña - Cristian Vásquez

2021-12-01

Códigos Auditoría CCU [...] Códigos Auditoría CCU Importar los datos, dependiendo la ubicación que se encuentren en el directorio A continuación se grafica la variable objetivo de venta volumen de cerveza desde Enero 2014 a Agosto 2021. El histograma de la venta volumen de cervezas está dado por Las medidas descriptivas de la venta volumen de cervezas se calculan mediante Los gráficos de tendencia para cada una de las dimesiones predictoras del modelo Los histogramas de distribuciones de cada dimensión predictiva A continuación los gráficos de dispersión de la variable objetivo con ... Read more →

493

Matemáticas I, UCM, Facultad de Económicas y Empresariales

by Jorge Herrera de la Cruz

2021-12-01

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

494

Portfolio, Churn & Customer Value

by Hugo Cornet, Pierre-Emmanuel Diot, Guillaume Le Halper, Djawed Mancer

2021-11-28

This research paper aims at modelling customer portfolio, churn and customer value. […] This paper is being realized as part of our last year in master’s degree in economics. It aims at studying a firm’s most valuable asset namely its customers. To that end, we adopt a quantitative approach based on econometrics and data analysis with a threefold purpose to : After having defined the subject’s key concepts, we apply duration models and machine learning techniques to a kaggle dataset related to customers of a fictional telecommunications service provider (TSP). Keywords: customer portfolio … Read more →

495

A Short Guide to Historical Newspaper Data, Using R

by Yann Ryan

2021-11-27

This is a handbook to help new and existing users find, process and analyse historical newspaper data, using the programming language R, and its IDE R-Studio […] In 2018 and 2019 I worked at the British Library as a Curator of Newspaper Data. It was an experimental position, conceived on the premise that the data generated by newspaper digitisation projects, in this case the Heritage Made Digital project, deserves its own curatorial role and set of practices. It was an fun time to work on such a project. While the large-scale analysis of newspaper data by historians is no longer in its … Read more →

496

Data Science in R: A Gentle Introduction

by James Scott

2021-11-23

A gentle introduction to data science in R. […] Hello and welcome! This online book is structured as a series of walk-through lessons in R that will have you doing real data science in no time. It covers both the core ideas of data science as well as the concrete software skills that will help you translate those ideas into practice. Many of these lessons operate on the premise of “mimic first, understand later.” That is, I’ll introduce bits of R code that do something interesting and ask you to mimic them word for word to see what they do, without necessarily understanding the details at … Read more →

497

My Coding Index

by Sérgio Moreira

2021-11-22

My Coding Index assembles and organizes in one place all the relevant code and online resources I have been using to teach RStudio and in my professional practice. This file is a working document and will be regularly updated with reviews and new contents. My name is Sérgio. I have a PhD in Social Psychology, I am a consultant on social issues in major development induced projects, and I teach Applied Psychology and Research Methods at the Faculty of Psychology at the University of Lisbon, and Católica Lisbon School of Business and Economics. I am interested in Social Impact Assessment, … Read more →

498

Statistica Applicata per la Finanza - 2021/22

by Michela Cameletti

2021-11-22

Appunti per il corso di Statistica applicata per la finanza @ UniBg […] State leggendo gli appunti dei laboratori di R del corso di Statistica Applicata per la Finanza (SAPF) tenuto all’Università di Bergamo (anno accademico 2021/22). R è un linguaggio di programmazione sviluppato specificatamente per l’analisi statistica e la rappresentazione grafica dei dati. I laboratori di R sono strutturati per studenti che non hanno uno specifico background in tema di programmazione. Sarà un percorso step-by-step al termine del quale ogni studente/essa avrà la conoscenza base di R per l’analisi delle … Read more →

499

Communication Theory

by Mike Nguyen

2021-11-21
Communication Theory

Handbook on Communication Theory for both interpersonal and interorganizational communications […] View book source “Communication Theory” was written by Mike Nguyen. It was last built on 2021-11-21. This book was built by the bookdown R … Read more →

500

Some Notes on Mathematics

by Yifei Xiong

2021-11-19

This is a note using the bookdown package to write a book. The output format for this is bookdown::gitbook. […] 本站的内容 本站会不定期更新一些笔记, 包括但不限于概率论与数理统计、随机过程、算法分析、代数基础、以及一些计算机相关的内容. 如果时间充足, 我会用Rmarkdown进行书写, 写起来真的很工整. 但是如果时间有限, 笔记仅以goodnotes导出格式进行显示(这通常为图片或pdf文件) 现在已经更新的内容有: 注记:随机积分 第三学期:常微分方程笔记 第三学期:抽象代数笔记 第四学期:复变函数笔记 第四学期:概率论笔记 第四学期:数值分析笔记 第五学期:数理统计笔记 第五学期:实变函数笔记 第五学期:微分几何笔记 … Read more →

501

Research methods introduction for genetic counseling students (Fall 2021)

by Anshul Kumar

2021-11-18

This e-book contains an introduction to qualitative and quantitative research methods that may be useful for genetic counseling students to learn. This curriculum is part of the Master of Science in Genetic Counseling program at MGH Institute of Health Professions. […] CLICK HERE TO JUMP TO THE CURRENT SECTION. Hi Everyone– My name is Anshul and I will be visiting your class on Oct 21, Oct 28, Nov 4, and Nov 18 in the fall 2021 offering of GC621. This e-book contains the materials that we will use during our four weeks together. Each week, there will be an assignment that you need to do … Read more →

502

Stat 340 Notes: Fall 2021

by Laurie Tupper

2021-11-18

Notes and docs for Stat 340 […] These notes are divided into three sections: This document isn’t designed to be read through in order – hence all the hyperlinks. Use the sidebar to navigate to what you need (you can also bookmark specific locations in your browser), and feel free to ask (or start a discussion thread!) if you can’t find something. Happy … Read more →

503

Quantitative Analysis with R

by Brian Wood

2021-11-18

A book created with bookdown. […] This is a book about quantitative analysis using R. The target audience are students in the biological or social sciences learning R and seeking to build professional data science skills, including computer science fundamentals and … Read more →

504

Kenai Peninsula Chapter of Trout Unlimited Embrace-a-Stream Project: Expanding and Corroborating the Known Extent of Anadromous Waters Throughout the Kenai Peninsula

by Benjamin Meyer, Kenai Watershed Forum

2021-11-15

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This document contains preliminary data and analysis related to The Kenai Peninsula Chapter of Trout Unlimited’s Embrace-a-Stream project, “Expanding and Corroborating the Known Extent of Anadromous Waters Throughout the Kenai Peninsula.” The Kenai Peninsula’s watersheds are significant producers of Pacific salmon. Critical to Alaska’s economic and cultural wellbeing, these salmon support fisheries both inland and throughout Cook Inlet. This project is … Read more →

505

Introductory Statistics for Economics

by Brian Krauth

2021-11-13

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This book has been written for use as a textbook for ECON 233, the introductory statistics course for economics majors at Simon Fraser University. The current version of the book can be obtained at https://bookdown.org/bkrauth/BOOK/. The book itself is written using Bookdown, and its source code is available at https://github.com/bvkrauth/econ233. Brian Krauth is Associate Professor of Economics at Simon Fraser … Read more →

506

Single Cell Multi-Omics Data Analysis

by Yuting Liu

2021-11-12

This book is a collection for pre-processing and visualizing scripts for single cell milti-omics data. The data is downsampled from a real dataset. … Read more →

507

Statistics for Data Science Notes

by Andrew Sage - Stat 255: Lawrence University

2021-11-08

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] We consider a dataset with prices (in $ US) and other information on 53,940 round cut diamonds. The first 6 rows are shown below. The dataset incudes both: What do we notice about the relationship between price and cut? Is this surprising? Next, we examine a histogram, displaying price, cut, and carat size. How does the information in this plot help explain the surprising result we saw in the boxplot? Next, we use a ... Read more →

508

R @ Ewha (Sunbok Lee)

by Sunbok Lee

2021-11-08

R @ Ewha (Sunbok Lee) […] Hi everyone, welcome to the course. This is the introduction to R course at Ewha Womans University. R is a great programming language for statistical analysis and data science. I hope you enjoy R in this course and find many useful applications for your own field. This course is designed for students who don’t have any programming background in social science. In this lecture note, this font represents R commands, variable names, and package names. In order to maximize your learning in this semester, you should read the weekly reading assignment in our … Read more →

509

Survey data in the field of economy and finance

by Guillaume Osier

2021-11-07

This is the full book written in preparation for my course on “Survey data in the field of economy and finance” given at the University of Luxembourg (Master 2 ‘Economy and Finance’). […] Counting a population through censuses has been a long established practice which dates back to thousand years BC. Babylonians, Egyptians, Romans etc. used to resort to population censuses to support important economic decisions in terms of taxation, labour force scaling, food distribution etc. Censuses are usually regarded as error-free data sources leading to statistics with highest accuracy. On the … Read more →

510

Time Series Analysis

by Michael Foley

2021-11-06

Time series analysis using R. […] These notes are based on the Time Series with R skill track at DataCamp and Rob Hyndman’s Forecasting: Principles and Practice (Rob J Hyndman 2021). I organized them into a section on working with a tsibble (time series tibble) (chapter 1), a section on data exploration (chapter 2), and then four sections on models. Forecasts aren’t necessarily based on time series models - you can perform a cross-sectional regression analysis of features, possibly including time-related features such as month of year (chapter 3). Time series forecasts are a specific type … Read more →

511

Kurse Notitzen

by Kan Lei

2021-11-06

Notitzen sammeln […] Das ist nur ein “Buch” die Notitzen aus Kurse zu sammeln. Alle Kurse sind in der Master Studiengang Hydrologie an der TU Dresden geplant, die Notitzen grunden auf den Skripten aus … Read more →

512

Uma Introdução à Programação com o R

by Jessica Kubrusly

2021-11-05

Livro que é resultado das notas de aula do curso de Programação Estatística do Departamento de Estatística da Universidade Federal Fluminense - UFF. […] Este texto foi desenvolvido a partir das notas de aula da disciplina de Programação Estatística, oferecida pelo Departamento de Estatística da Universidade Federal Fluminense (UFF). A ideia principal dessa disciplina, e também deste ebook, é reforçar conceitos de programação de computadores no Programa R. Dessa forma, o aluno passa a ver o Programa R não só como um software estatísticos com pacotes prontos, mas também como uma linguagem de … Read more →

513

BS0004 Code Annotations

by Kevin, Kevin, and Kevin

2021-11-04

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This document documents (no pun intended) my code and my workflow for the cancer dataset that Sean found a couple of days ago. I intend to - using the dataset - build several supervised machine learning classifiers to predict the status of cancer patients. I will then evaluate the performance of these models using the content taught in week 9; Furthermore, if possible, I think I will also try to perform GO term ... Read more →

514

New Adolescent Fertility Measures for the Long-term Perspective

by Ann Garbett

2021-11-03

This book presents new demographic measures of adolescent fertility from a long term perspective. […] Current understanding of adolescent fertility is limited by an almost exclusive reliance on one fertility measure—the birth rate per thousand adolescents aged 15-19 (or teen birth rate). The teen birth rate falls short because it cannot: account for childbearing throughout all adolescence convey information about age at first birth in adolescence examine patterns of repeat births in adolescence or look at spacing between repeat adolescent births All of these are important aspects of … Read more →

515

Linea base indicadores AVGM

by paolamanzorom

2021-11-03

Linea base indicadores AVGM […] Para la medición de la implementación del Plan Estratégico para el Seguimiento de la Alerta de Violencia de Género contra las Mujeres del Estado de Jalisco. Los indicadores están clasificados de acuerdo al objetivo específico del Plan que buscanmedir,mismos que se enlistan como sigue: En el micrositio de los indicadores de la Alerta de Violencia de Género (AVGM) del Estado de Jalisco podrás encontrar màs información. Porcentaje de servicios forenses en casos de muertes violentas de mujeres, provistos conforme a la debida diligencia y perspectiva de género. … Read more →

516

The Association Between Travel and Urban Form

by Shen Qu

2021-11-02

This is a field paper using the bookdown package. The output format for this example is bookdown::gitbook. […] This field paper is for discussing the relationship between travel and urban form.1 The initial motivation is curious about how the travel distance is affected by urban densities. Is this relationship existed universally or just context-dependent? Are these models in literature replicable or reproducible? Part I reviews the related literature and tries to cover the main theories and research in this field. Travel patterns or behaviors as the variable of interest, is associated with … Read more →

517

Statistics for Data Science R Code Guide

by Andrew Sage - Stat 255, Lawrence University

2021-11-01

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. […] This guide provides details and examples on using R to perform the kinds of statistical analyses that we’ll use in STAT 255. You may use it as a template, as you write code for your assignments. If you want to work with R from your own computer, you can install it for free using the directions below. This will allow you to work on your assignments whenever and wherever you would like. Mac: Windows: The following chapters walk … Read more →

518

R: বাংলায় পরচিতি

by Mohammad Shamim Hasan Mandal

2021-10-30

Written in Bengali, this book is an introductory textbook. […] description: “This is a minimal bookdown demo. It shows the basics of …” github-repo: “rstudio/bookdown-demo” cover-image: “images/cover.png” ** WORK IN PROGRESS ** এই বইটি শেরেবাংলা কৃষি বিশ্ববিদ্যালয়ের কম্পিউটার ক্লাব আয়োজিত R(আর) পরিচিত ক্লাসের জন্য। বইটি আর মার্কডাউন (rmarkdown) দিয়ে লেখা। বইটির লেখায় কোথায় ভুল পেলে অথবা বইটি সম্পর্কে আপনার মতামত জানাতে Email এই বইটি R(আর) সম্পর্কে প্রাথমিক ধারণা দেওয়ার জন্য তৈরি করা হয়েছে। কম্পিউটার প্রোগ্রামিং একটি বড় বিষয়, R(আর) একটি কম্পিউটার প্রোগ্রাম সুতরাং শুধুমাত্র প্রোগ্রামিং নিয়েই অনেক পড়ার সুযোগ রয়েছে। এই বইটির … Read more →

519

NL and Malaria in Venezuela

by Gabriel Carrasco-Escobar

2021-10-30

Nighttime Lights and Malaria in Venezuela … Read more →

520

STM1001 Topic 11: Statistical Power and Sample Size Calculation

by Amanda Shaker

2021-10-27

STM1001 Topic 11 […] When designing a new study, a very useful exercise to carry out is that of determining an appropriate sample size. This is an important step in helping to ensure that the study achieves the outcomes it set out to achieve. As you may be able to imagine, if the sample size is not big enough, then the results of the study may not be strong enough to draw any significant or meaningful conclusions. On the other hand, increasing the sample size can come at a cost in many situations. This is why choosing an appropriate sample size is so important - so that a balance between … Read more →

521

Nature hacks for life

by cjlortie

2021-10-26

A gentle introduction to nature hacks for a better life. […] This is the prework before we meet. Nature deficit disorder is an experiential hypothesis for behavioral ecology. It proposes that humans spending too little time outdoors are more likely to experience behavioral challenges and reductions in cognition and mental well-being. Richard Louv first developed these ideas formally in the book entitled ‘Last child in the woods’ in 2008. A more recent and expansive book was published in 2012 entitled ‘The nature principle’ and another in 2019 entitled ‘Our wild calling’. These works … Read more →

522

Introduction to R for Econometrics

by Kieran Marray (Tinbergen Institute)

2021-10-25

Introduction to R for Econometrics […] This is a short introduction to R to go with the first year econometrics courses at the Tinbergen Institute. It is aimed at people who are relatively new to R, or programming in general.1 The goal is to give you enough of knowledge of the fundamentals of R to write and adapt code to fit econometric models to data, and to simulate your own data, working alone or with others. You will be able to: read data from csv files, plot it, manipulate it into the form you want, use sets of functions others have built (packages), write your own functions to compute … Read more →

523

Bodega de datos

by Danna Cruz

2021-10-22

Notas de clase de Bodega de datos […] Este libro fue construido para ayudar a entender algunas herramientas de Bodega de datos. Estas son las notas de clase del curso Bodega de datos de la MAESTRIA EN INTELIGENCIA DE NEGOCIOS. Acá encontrará los códigos, las lecciones, los ejercicios y tareas dejados por su querida profesora Danna Cruz. Algunos libros y artículos … Read more →

524

Análise estatística de como a cor/raça branca e preta influencia na qualidade de vida do morador de Salvador

by Ana Batriz dos Santos Barros, Ana Beatriz Mendes Lopes, Janaina Souza de Souza e Simão Pedro de Oliveira Urpia

2021-10-14

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Neste trabalho são apresentados dados levantados pelo IBGE e análises realizadas sobre como a qualidade de vida do morador de Salvador é influenciada pela sua cor/raça. Dessa forma, foram correlacionados alguns parâmetros sociais como alfabetização, analfabetismo, pobreza e envelhecimento com as quantidades de pessoas autodeclaradas Pretas ou Brancas em regiões da cidade de Salvador. A análise feita utiliza técnicas da estatística descritiva para apresentar, … Read more →

525

Remote sensing algorithms to retrieve SPM and CDOM in Québec coastal waters

by Raphaël Mabit

2021-10-14

This book is the web version of “Remote sensing algorithms to retrieve SPM and CDOM in Québec coastal waters”. It intend to be a comprehensive go-through on the analysis performed during this research. Any software (code) include in this book is licensed under the term of GNU (I have to precise which one …) and can be copied, reused, modified, and distributed under the term of the same license. However, the data analyzed here was acquired at a great cost of human and funding effort and his at least in some part the propriety of the Aquatel lab of UQAR. All the data presents here and in the related … Read more →

526

分析導論

by Ting-Chih Hung

2021-10-14

null … Read more →

527

Using R in Social Work Research

by Jerry Bean, College of Social Work, The Ohio State University

2021-10-13

This is an example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Our goal for this document is to illustrate the importance of good data analysis practices and how R and companion packages support these practices. We think the R system has many benefits for social work research. R has become the flagship computing environment for many areas of science and has great appeal because it is free and open-access. In addition, free tools like RStudio and R Markdown promote an a replication commitment and open science philosophy … Read more →

528

La distopia. Modelli e momenti di una tradizione moderna

by Mario Barenghi e Federico Pianzola

2021-10-13

Due romanzi per il corso di Letteratura italiana contemporanea 2021 […] I testi raccolti in queste pagine sono formattati in HTML e si adattano alla dimensione dello schermo. Ciò significa che potete leggerli agevolmente su computer, tablet o smartphone. Potete utilizzare l’icona menu (tre righe orizzontali) sulla sinistra per accedere all’indice del libro. Utilizzate invece l’icona < in alto a destra per aprire il pannello coi commenti. Per poter annotare i testi con Hypothesis dovete registrarvi a questo link: https://hypothes.is/signup Dopo esservi registrati e aver confermato la vostra … Read more →

529

R Training for SSDS

by Amy L Johnson

2021-10-11

R Training for SSDS […] This document provides an introduction to R. It was created for use by Stanford Library’s Software Services and Data Science (SSDS) group. Most of this introduction was pulled from the book R for Data Science: https://r4ds.had.co.nz/. Some material was also adapted from the Wellesley College Quantitative Analysis Institute edX R-training, available at https://www.wellesley.edu/qai/onlineresources#Online%20Modules. … Read more →

530

R @ Ewha (Sunbok Lee)

by Sunbok Lee copied by 212AIE40 Jiwon Choi

2021-10-11

R @ Ewha (Sunbok Lee) […] “In nonrandomized experiments, it is usually only possible to detemine the existence of a relationship between two measurements, but not the underlying mechanism or the reason for it.” It is known that the best way to investigate causal relationship is to conduct randomized experiments. However, unlike in natural science, it is not easy to conduct randomized experiments in social science because of ethical and practical reasons. The fundamental dilemma of data analysis in social science is that we essentially want to make causal statements in the absence of … Read more →

531

Introduction to Computational Social Science

by Mark Hoffman

2021-10-09
Introduction to Computational Social Science

Introduction to Computational Social Science […] This seminar is intended as a theoretical and methodological introduction to computational social science. Each week covers substantive and theoretical material and is associated with a technical lab. You will need to bring your laptops to each class. In the technical labs you will learn how to analyze network data in R. This e-book contains all of the technical labs in the order that we cover them. Should you forget anything we learned, you will be able to return to this e-book to cover the material again on your … Read more →

532

Compilación de productos de datos

by Calderon, S., Zuñiga, L., Reyes, C., Bedoya, F.

2021-10-09

Este es un compilado de los productos de datos elaborados en el Taller de Elaboración de productos de datos I: R Markdown [...] Este libro digital es un esfuerzo conjunto de los participantes del Taller de Elaboración de productos de datos dictado durante cinco semanas entre los meses de agosto y setiembre de 2021 de manera gratuita. El taller tuvo como público objetivo a estudiantes o egresados de carreras de ciencias sociales, periodismo o educación con interés en aprender herramientas de análisis y visualización de datos. El contenido del taller buscó ser apropiado para personas sin ... Read more →

533

Methods for Network Analysis

by Mark Hoffman

2021-10-09
Methods for Network Analysis

Methods for Network Analysis […] This 4-5 credit hour seminar is intended as a theoretical and methodological introduction to social network analysis. Though network analysis is an interdisciplinary endeavor, its roots can be found in classical anthropology and sociology. Network analysis focuses on patterns of relations between actors. Both relations and actors can be defined in many ways, depending on the substantive area of inquiry. For example, network analysis has been used to study the structure of affective links between persons, flows of commodities between organizations, shared … Read more →

534

Analytics with KNIME and R

by Frank Acito

2021-10-09

This is a draft. […] This is a draft of an online book on analytics using KNIME. R will also be used to supplement KNIME with specialized tasks. At this point, the book has not been extensively reviewed and is being provided as is. Revisions are in progress. Frank … Read more →

535

Introduction to Econometrics with R

by Christoph Hanck, Martin Arnold, Alexander Gerber, and Martin Schmelzer

2021-10-06
Introduction to Econometrics with R

Beginners with little background in statistics and econometrics often have a hard time understanding the benefits of having programming skills for learning and applying Econometrics. ‘Introduction to Econometrics with R’ is an interactive companion to the well-received textbook ‘Introduction to Econometrics’ by James H. Stock and Mark W. Watson (2015). It gives a gentle introduction to the essentials of R programming and guides students in implementing the empirical applications presented throughout the textbook using the newly aquired skills. This is supported by interactive programming exercises generated with DataCamp Light and integration of interactive visualizations of central concepts which are based on the flexible JavaScript library D3.js. Read more →

536

SGU Communications Success

by CAHP Team

2021-10-05

The English communications skills and tasks (and more) for success at SGU. […] This short book contains data and graphics that summarize the responses of international students to the “SGU Communications Success” questionnaire. The purpose behind the questionnaire was to learn—from students—two different types of information: (a) how important they perceive certain communications skills to be and (b) how frequently they do certain tasks in order to be successful during their time at SGU. The questions included in the questionnaire were identified through an analysis of the many documents that … Read more →

537

FairBank

by Amr Farahat and Rama Ramakrishnan

2021-10-05

Draft […] Welcome to the FairBank case! FairBank explores issues involved in the detection, diagnosis, and mitigation of disparities or biases that can stem from model-based, data-driven, approaches to decision-making. The case is fictional and intended for teaching purposes only. Please start by reading the Study guide. The case is accompanied by an interactive App that enables you to trace through the analysis underlying the case exhibits and perform what-if analyses to explore how data and modeling issues might affect the disparities discussed in the case. Use the app to deepen your … Read more →

538

index.knit

by kemal_aziez

2021-10-05

Ini harusnya miring, dan ini harusnya tebel. Ini adalah list: Dan ini adalah hyperlink. Tapi ya, 3 kalau dikali 3 jadinya … Read more →

539

James' R Blog: NFL Scorelines

by curleyjp0

2021-10-03
James' R Blog: NFL Scorelines

Which NFL scores have never happened? There have been over 16,860 games of professional American Football. There have been some rule changes to the points scoring system over that time, but clearly some scores are going to be more likely than others. As a touchdown plus extra point is worth 7, we’d expect a higher amount of games with multiples of 7 in the scoreline. Similarly, we’d expect more scorelines with multiples of 3 (the number of extra points). Given the large number of games already played, we would expect that it would be rare for unique, never happened before, scorelines to … Read more →

540

Unsupervised Machine Learning

by Michael Foley

2021-10-03

These are my personal notes related to unsupervised machine learning techniques. [...] Machine learning (ML) develops algorithms to identify patterns in data (unsupervised ML) or make predictions and inferences (supervised ML). Unsupervised machine learning searches for structure in unlabeled data (data without a response variable). The goal of unsupervised learning is clustering into homogenous subgroups, and dimensionality reduction. Examples of cluster analysis are k-means clustering, hierarchical cluster analysis (HCA), and PCA (others ... Read more →

541

Indicadores Alerta de Violencia de Género (AVGM) del Estado de Jalisco.

by paolamanzorom

2021-10-03

Línea base de la Alerta de Violencia de Género (AVGM) del Estado de Jalisco. […] Para la medición de la implementación del Plan Estratégico para el Seguimiento de la Alerta de Violencia de Género contra las Mujeres del Estado de Jalisco. Los indicadores están clasificados de acuerdo al objetivo específico del Plan que buscanmedir,mismos que se enlistan como sigue: En el micrositio de los indicadores de la Alerta de Violencia de Género (AVGM) del Estado de Jalisco podrás encontrar màs información. Porcentaje de servicios forenses en casos de muertes violentas de mujeres, provistos conforme a … Read more →

542

Long-form recordings: From A to Z

by Sara Pisani

2021-09-29

This bookdown contains the scripts of instructional videos created in the context of the ExELang Project (exelang.fr). Alejandrina Cristia is grateful for the funding and institutional support from Agence Nationale de la Recherche (ANR-17-CE28-0007 LangAge, ANR-16-DATA-0004 ACLEW, ANR-14-CE30-0003 MechELex, ANR-17-EURE-0017); a J. S. McDonnell Foundation Understanding Human Cognition Scholar Award; and an ERC Consolidator grant (ExELang, 2021-2026). The funders had no role in the production of this bookdown or the associated videos. Alejandrina Cristia assumes full responsibility for the … Read more →

543

Weight Algorithms for Administrative Data

by Richard R. Evans (Richard.Evans8@va.gov), Wyndy Wiitala (Wyndy.Wiitala@va.gov), Jenny Burns (Jennifer.Burns@va.gov)

2021-09-29

DCEP Project: Aim 2 Analytical Documentation […] A recent special issue of the Journal for General Internal Medicine, dedicated to obesity treatment in Veterans Health Administration’s (VHA), highlighted research and evaluation priorities, which include establishing structures to coordinate weight management at the health system level, implement large-scale measurement strategies to evaluate outcomes and support data-driven quality improvement, and test interventions to improve reach and weight outcomes. MOVE! continues to be the centerpiece program of VHA’s comprehensive lifestyle behavior … Read more →

544

quantitative_synthesis_tools.knit

by cjlortie

2021-09-28

This a brief introduction to scientific synthesis tools that use meta-analyses and systematic reviews to advance science and inform decision making. […] An overview of quantitative synthesis tools associated with review processing. Scientific synthesis of all academic evidence from data to papers can promote evidence-informed decision making. Every contemporary discipline has some capacity to support and benefit from synthesis tools. Here, we develop a set of heuristics to support innovation and leverage evidence. A overview of lessons provided in this resource to encourage development and … Read more →

545

Statistics with R - Practical Sessions

by By Seda Erdem | University of Stirling

2021-09-27

This is the companion book for University of Stirling Statisitcs with R module […] Welcome to the Practical Sessions of the “Statistics with R.” This space will provide you with sufficient information to practise concepts we have learnt in lectures and prepare you for your assessed R sessions. There will be exercises and challenge questions for you to code, and opportunities for you to elaborate on the results of these activities. After these warm-up exercises, please go back to your lecture platform and review the assessed R-practical tests. Let’s get … Read more →

546

Kim Siyeon

by Siyeon Kim

2021-09-26

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] “In nonrandomized experiments, it is usually only possible to determine the existence of a relationship between two measurements, but not the underlying mechanism or the reason for it.” “Historically, social scientists have sought out explanations of human and social phenomena that provide interpretable causal mechanisms, while often ignoring their predictive accuracy. We argue that the increasingly computational ... Read more →

547

R cookbook for the casual dabbler

by Charles Coverdale

2021-09-26

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] G’day and welcome to R cookbook for the casual dabbler. Some history: I use R a lot for work and for side projects. Over the years I’ve collated a bunch of useful scripts, from macroeconomic analysis to quick hacks for making map legends format properly. Historically my code has been stored in random Rpubs documents, medium articles, and a bunch of .Rmd files on my hardrive. Occasionally I feel like doing things ... Read more →

548

Statistics for Data Science R Code Guide

by Andrew Sage - Stat 255, Lawrence University

2021-09-26

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This guide provides details and examples on using R to perform the kinds of statistical analyses that we’ll use in STAT 255. You may use it as a template, as you write code for your assignments. If you want to work with R from your own computer, you can install it for free using the directions below. This will allow you to work on your assignments whenever and wherever you would like. Mac: Windows: The following ... Read more →

549

A Minimal Book Example_minseo

by minseo

2021-09-26

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

550

michaela_rmarkdown

by minseo_

2021-09-26

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

551

KIM EUN SEO Quiz3

by kimeunseo

2021-09-25

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Hi everyone, welcome to the course.This is the introduction to R course at Ewha Womans University. R is a great programming language for statistical analysis and data science. I hope you enjoy R in this course and find many useful applications for your own field. This course is designed for students who don’t have any programming background in social science. In this lecture note, this font represents R commands, ... Read more →

552

Bookdown Quiz

by Minsun Yoo

2021-09-25

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

553

R @ Ewha (Sunbok Lee)- Choi Inyoung

by 2035021 Choi Inyoung/최인영

2021-09-25

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] “In nonrandomized experiments, it is usually only possible to determine the existence of a relationship between two measurements, but not the underlying mechanism or the reason for it.” “Historically, social scientists have sought out explanations of human and social phenomena that provide interpretable causal mechanisms, while often ignoring their predictive accuracy. We argue that the increasingly computational ... Read more →

554

Quiz

by 2035021 Choi Inyoung/최인영

2021-09-24

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] ... Read more →

555

Quiz3

by Gayoung Jang

2021-09-24

This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports; for example, a math equation \(a^2 + b^2 = c^2\). Each bookdown chapter is an .Rmd file, and each .Rmd file can contain one (and only one) chapter. A chapter must start with a first-level heading: # A good chapter, and can contain one (and only one) first-level heading. Use second-level and higher headings within chapters ... Read more →

556

Mollie Assignment

by bob_rietveld1

2021-09-22

This is an opportunity to demonstrate your data manipulation skills and commercial awareness. Complete an analysis using a tool of your choice and write a short report with findings, charts and recommendations to Mollie. Amongst other things, you may want to consider: Evolution over time of key metrics Growth of different customer segments ROI of the marketing channels leads originate from Distribution: Implement CLV based playbook Cohort Development: Channel The attribution of a client seems to come from a single point, e.g. no multi-touchpoint journeys appear in the data. Channel 1.0 brings … Read more →

557

WK3 Homework

by Heo Soyoung

2021-09-20

Homework for wk3 […] This bookdown website is built to sign in Quiz3 for my R … Read more →

558

Forschungsseminar: Text as data

by Valerie Hase, IKMZ, Universität Zürich

2021-09-20

Codes and notes for the text as data seminar at IKMZ, HS 2020/FS201 […] Dieses Tutorial begleitet das Forschungsseminar “Text as Data - Automatisierte Inhaltsanalyse in der Kommunikationswissenschaft” (IKMZ, Universität Zürich, HS2020). Alle nötigen Informationen zum Ablauf des Seminars, Prüfungsleistungen und Aufnahmen der Seminarsitzungen finden Sie auf OLAT. Dieses Tutorial hat zwei zentrale Ziele: Struktur der R-Tutorials Sie finden hier die jeweiligen Tutorials, die Sie bis zur jeweiligen Sitzung im Plenum durcharbeiten. Die Sitzungen selbst werden dann genutzt, um offene Fragen und … Read more →

559

Guide R

by Marco Ramos

2021-09-18

En este bookdown iremos construyendo el curso de R con base en el Student Guide […] La estadística computacional es una nueva rama de la estadística que se caracteriza por su apoyo en la capacidad de una computadora para llevar a cabo tareas repetiticas y autoamticas que análiticamente o a mano serían muy díficiles sino es que imposibles. Es un enfoque se se basa en el modelado, remuestreo, cross-validatios y visualización sofisticada. Cuando termines tu curso y tengas un ratito libre, te recomiendo leer este famoso paper para comprender también la tensión entre la estadística tradicional y … Read more →

560

Processen

2021-09-17

Dit is het handboek dat gebruikt wordt in de cursus (olod) bedrijfsprocessen van de AP - Hogeschool te Antwerpen. […] In dit document vind je het cursusmateriaal voor het olod Bedrijfsprocessen gedoceerd in het olod (opleidingsonderdeel) Bedrijfsprocessen, richting Graduaat accounting administration, AP - Hogeschool. Het olod Bedrijfsprocessen behandelt de bedrijfsprocessen in een (kleine) onderneming. In een onderneming worden samenhangende activiteiten gegroepeerd in processen. In dit olod verwerf je inzicht in de samenstellende componenten van een (bedrijfs)proces. Je leert ook met … Read more →

561

Methodology of Social Science & International Relations

by LiMingze

2021-09-16

Methodology of Social Science & International Relations […] Academic articles have stark differences with the other regular articles. Now using some journals in International Relation field to explain. In morden era, all domestic history are global history.Even before it. Q1: China first meet Greece Culture? Gandhara(犍陀罗) in Buddhism Q2: Suona originally come from? 5th harmony’s “Worth it”,Zurna(唢呐) Q3: David Vases and it’s relation with Chinese porcelian.(元青花) Q4: China first meet Christianity? Kereit(克烈部)Nestorian Q5: Communist International in China, Otto Braun, … Read more →

562

Introducción a R para el razonamiento cuantitativo con datos

by Rodolfo Carvajal, Marcos Goycoolea (editores), Con contribuciones de Ismael Valdivia, y de todo el equipo de profesores del curso Razonamiento Cuantitativo con Datos, Universidad Adolfo Ibáñez.

2021-09-15

Introducción a R para el razonamiento cuantitativo con datos […] Este texto es el apunte de R usado en el curso Razonamiento Cuantitativo con Datos (RCD), de la Universidad Adolfo Ibáñez. Este curso tiene como objetivo desarrollar en sus alumnos la capacidad de extraer información a partir de datos; resumir esta información, comunicarla de manera efectiva, y usarla para predecir y tomar decisiones. Esto pasa por desarrollar una forma de pensar, así como por aprender a usar las tecnologías de visualización, análisis y manipulación de datos masivos más importantes en aplicaciones relevantes a … Read more →

563

Advanced Statistics I 2021 Edition

2021-09-06

The official textbook of PSY 207 for the Fall 2021 Semester. […] This book is a compilation of the readings developed for the Fall 2021 Semester offering of Psychology 207: Advanced Statistics. Please don’t try to sell this book because there are about a million copyright violations in it. … Read more →

564

R for Solving Social Problems

by Sunbok Lee (Ewha Womans University, 2021-2)

2021-09-03

R for Solving Social Problems […] Before talking about R and social problems, let’s talk about the types of data analysis first. @leek2015question categorized data analysis into the 6 types as presented in the table below, and emphasized “mistaking the type of question being considered is the most common error in data analysis.” @leek2015question’s main point is that we should keep in mind the type of question being asked by our own data analysis. In other words, we should say what we can say, not what we want to say. @leek2015question presents a table showing common mistakes “In … Read more →

565

Math & Stats Intro

by Robert Goedegebuure

2021-09-02

This module is part of the Minor Data Driven Decision Making in Business (3DMiB, for short). The module carries 2.5 credits (ECTS) […] This module makes use of R. To replicate, understand and adapt the code used in this module, download R and RStudio. In this module, you will use several R packages. You have to install these packages on your computer, using install.packages(“packagename”). You only have to install packages once on your computer. Only after installing new versions of R, you have to install packages again. For invoking the functions and accessing the data sets embedded in … Read more →

566

MATTOO: Extinguishing the Flames

by Version 2.0 - BETA, By: The MATTOO Team

2021-09-02

This is a test of publishing my copyrighted content to Bookdown. The output format for this example is bookdown::gitbook. […] Dear Reader, We hope this finds you well and with an open heart and mind to see the issues of human sex trafficking as they are instead of how most cultures have incorrectly portrayed them. Since 2010, MATTOO has been educating anyone who wants to listen about the shocking reality of trafficking all around them. After learning these facts and the simple actions and inactions people can do to help, the average person who may have sat passively by is now incapable of … Read more →

567

FDA 503B Product Report

by 08/31/2021 v1.0.1

2021-09-01

FDA 503B Product Report […] This data covers the years 2019 and 2020. Segmentation Data This Excel document is focused on products and segments, it contains limited information on facilities, and is best used in conjunction with this report. Each product will appear multiple times within this document, one time for each facility that produced it, and one time for each segment that it falls into. By using the Excel filter functions of each column you can refine the data you are looking at to see which products are in each segment, products that are produced by a single facility, and what … Read more →

568

R 學習筆記

by Ting-Chih Hung

2021-09-01

R 學習筆記 […] I would rather discover one true cause than gain the kingdom of Persia. — Democritus 本筆記為多本 R 語言書籍內容之抄錄、摘要與重新編排,僅作為學習筆記之用,版權仍歸作者所有,並以 R 套件 knitr (Xie 2017) 與 bookdown (Xie 2016) … Read more →

569

MSU I.O Student Mentorship Program User Manual

by Eagle I.O

2021-08-30
MSU I.O Student Mentorship Program User Manual

This is a Users Manual for the Montclair State University I-O Psychology student mentorship program. The intended users are: 1) mentors, 2) protege’s, 3) Eagle I-O consultants, and 4) MSU I-O program faculty members. […] This manual was written in Bookdown using the GitBook … Read more →

570

Klassifikation von Citi Bike-Kunden

by Daniel Becker

2021-08-29

Tes […] Das Unternehmen Citi Bike verleiht seit 2013 Fahrräder, um sich in NewYork fortzubewegen. Zum Start wurde der Service nur in Midtown und Downtown Manhatten angeboten, kann mittlerweile aber auch in Brooklyn, Queens und im nördlichen Manhatten genutzt werden. Für diese Analyse nutzen wir die Daten zum Nutzungsverhalten der Kunden aus 2018, die von Citi Bike hier bereitgestellt werden. Die wichtigsten Fakten zu Citi Bike (Quellen: Wikipedia/homepage Citi Bike): Abbildung 1: Karte der Citi Bike Ausleihstationen Citi Bike bietet verschiedene Angebote, um ein Fahrrad zu leihen (Single … Read more →

571

Franchise Hockey Manager 6 Saves in R

by Canadice

2021-08-28

Franchise Hockey Manager 6 Saves in R […] This tutorial hopes to teach you how to use R to parse and aggregate multiple saves from Franchise Hockey Manager 6, for instance when running multiple tests on the same season of Simulation Hockey League. It has been updated to show the teams and Casino Lines for S61. Two things are needed from FHM for this tutorial to work. A tldr is found in chapter 4. This chapter only contains all the code that you need to … Read more →

572

Aoyue Bi’s Study Notes

by Aoyue Bi

2021-08-28

This is a book recording the daily study during my PhD […] I began my studies in plant genetics with the ambition to work on deleterious mutations. My interests concentrate mainly on the application of quantitative genetics and computational biology to associate agriculturally important phenotypes. And now I am devoting myself to the study on biological effect of deleterious mutations on wheat genome. As a member of the VMap 2.0 project team, I think it is such an rare opportunity in life that I will cherish it and do my best. I like the following sentences and will share these to all of … Read more →

573

Analisis Data Kategorik dengan R

by Akbar Rizki, Abdul Aziz Nurussadad

2021-08-26

Modul Praktikum Analisis Data Kategorik dengan R untuk Mahasiswa Pascasarjana IPB University […] Buku Analisis Data Kategorik dengan R ini secara khusus disusun sebagai buku pegangan Praktikum Mata Kuliah STA543 Analisis Data Kategorik, Mahasiswa Pascasarjana, IPB University. Buku ini disusun dengan pendekatan Learning by Doing, dimana mahasiswa dapat mempraktekkan secara langsung setiap kode R yang ada, dengan data yang tersedia. Berbeda halnya dengan beberapa software populer Statistika lainnya, R adalah open source yang dapat digunakan dengan gratis, sehingga tidak perlu membayar biaya … Read more →

574

Marketing Channel: A Strategic, Analytical, and Technological perspective

by Zhenning ‘Jimmy’ Xu, Ph.D.

2021-08-26

These are lecture notes for the marketing channel (and intelligence) course. This book is designed to provide students, analysts, and practitioners with approaches to understand various marketing channels, and to make meaningful marketing decisions based on insights obtained from the data. The book covers various areas in the marketing industry, from examining different channels and interactions between different channels, to launch marketing campaigns via specific channels, to managing multi-channel relationships with marketing intelligence. The topics in the book employ a wide range of … Read more →

575

Data Skills for Reproducible Science

by psyteachr.github.io

2021-08-22
Data Skills for Reproducible Science

This course provides an overview of skills needed for reproducible research and open science using the statistical programming language R. Students will learn about data visualisation, data tidying and wrangling, archiving, iteration and functions, probability and data simulations, general linear models, and reproducible workflows. Learning is reinforced through weekly assignments that involve working with different types of data. Read more →

576

The Temple of Esna. An Evolving Translation: Esna II

by David Klotz

2021-08-20
The Temple of Esna. An Evolving Translation: Esna II

Publishing a book in Egyptology typically requires several years of intensive research, writing, and revisions. Once a volume is finally complete, often the cost is prohibitive for most audiences besides specialized academic libraries. This book in progress is an experiment in how one might more quickly use existing templates and online publishing tools to make an open-source book accessible to all readers both during and after its creation, so scholars and the interested public can take advantage of any insights sooner. Corrections or updated references can be made quickly and easily. The … Read more →

577

Matemáticas 0 UCM, 2021/22

by Mercedes Vázquez Furelos, María Eugenia Mera Rivas,Jorge Herrera de la Cruz

2021-08-20

Esta es la web con los contenidos audiovisuales y de problemas del Grupo 0 de Matemáticas. […] Querer mejorar el nivel de matemáticas para poder tener éxito en el primer curso del grado … Read more →

578

Scenarios for the Future: The Classroom’s Perspective

by Naim Çınar

2021-08-19
Scenarios for the Future: The Classroom’s Perspective

A collection of future scenarios based on different themes and scenario archetypes. […] Cover design: Berna Görgülü This book was generated by Naim Çınar in Markdown, using R version 3.6.3 The bookdown package can be installed from CRAN or Github: This book is hosted on Bookdown This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Citing the book As the structure of the book’s chapters and sections may change, links should only use the base URL https://bookdown.org/naimcinar/future-scenarios/. The full reference of this book is: … Read more →

579

R markdown para abogados

by Marco Ramos

2021-08-18

En este bookdown iremos construyendo el curso de R markdown para abogados […] En general no se necesita conocer R o ningún lenguaje de programación para comenzar a redactar en R markdown, aunque su conocimiento potencia tus habilidades creativas. El primer paso de este curso es el tener el ambiente adecuado en su computadora. En general no se necesita un equipo con gran poder (y de hecho ni se necesita un equipo pues siempre podemos usar el servidor cloud de R). En fin, lo primero es asegurarse de tener R instalado. Lo podemos bajar de la siguiente liga. El segundo paso es bajar R Studio. … Read more →

580

R_for_Hydrology.knit

by 孔冬冬

2021-08-18

R语言-水文气象学应用分析 […] 建议采用TinyTeX (which includes XeLaTeX): https://yihui.org/tinytex/编译本书的pdf版本。 你好,世界。我写了一本书。这本书是这样的,第 4 章介绍了啥啥,然后是啥啥…… 我用了两个 R 包编译这本书,分别是 knitr (Xie 2015) 和 bookdown (Xie 2021)。以下是我的 R 进程信息: 致谢 非常感谢谁谁以及谁谁对我的帮助。艾玛,要不是他们神一样的队友,我两年前就写完这本书了。 … Read more →

581

Deep Learning in R: A Data-Analytic Viewpoint

by Piotr Fryzlewicz

2021-08-16

Deep Learning in R: A Data-Analytic Viewpoint […] Throughout these notes, I use R and RStudio (various versions) running on macOS Catalina (version 10.15.4) on a late-2015 iMac with a 3.2 GHz Intel Core i5, 8 GB memory and an AMD (i.e. non-Nvidia) graphics card. Not having an Nvidia graphics card means I cannot use the GPU version of TensorFlow (the backend, or computational engine for Keras) so we will not be demonstrating this way of accelerating computations. Chances are this chapter may also be useful if your machine runs Linux, but things may be entirely different on Windows. Keras is … Read more →

582

Physical Geology

by Karla Panchuk, Steven Earle, and contributors (GitHub/bookdown version maintained by Dewey Dunnington)

2021-08-14

“Physical Geology”, adaptaed from Physical Geology: First University of Saskatchewan Edition […] Physical Geology is a comprehensive introductory text on the physical aspects of geology, including rocks and minerals, plate tectonics, earthquakes, volcanoes, mass wasting, climate change, planetary geology and much more. It has a strong emphasis on examples from western Canada. It is adapted from “Physical Geology” written by Steven Earle for the BCcampus Open Textbook Program, and “Physical Geology, First University of Saskatchewan Edition” by Karla Panchuk. The GitHub/bookdown version of … Read more →

583

River Valley Connectivity Project

by Brendan Casey

2021-08-13

This is document walks through the project workflow. … Read more →

584

Inicio

by asun_mayoral

2021-08-12

Esta web proporciona aplicaciones y ejercicios resueltos para el aprendizaje en la asignatura 1479 Mejora de Procesos basada en la metodología Lean Seis Sigma, que se imparte en el 4º curso del Grado en Estadística Empresarial de la Universidad Miguel Hernández de Elche, España-Spain (UMH). La recopilación y creación de contenidos y actividades han sido desarrolladas por los profesores matemáticos-estadísticos del Depto. Estadística, Matemáticas e Informática, e investigadores del Instituto Universitario de Investigación CIO de la Universidad Miguel Hernández, Mª Asunción Martínez Mayoral y … Read more →

585

A Quick Introduction to bbsBayes

by Adam C. Smith, and Brandon P.M. Edwards

2021-08-11

This is a document to support a ~2hr workshop. […] This is a 2-hour introductory workshop/demonstration of the R-package bbsBayes (https://github.com/BrandonEdwards/bbsBayes). This package allows anyone to apply the hierarchical Bayesian models used to estimate status and trends from the North American Breeding Bird Survey. The package also lets the user generate a suite of alternative metrics using the existing model output from the annual CWS analyses. Everyone is welcome! Some familiarity working with R is required if you’d also like to run the code yourself during the workshop, and the … Read more →

586

Catálogo de datos

by DCR Infosel

2021-08-10

En este bookdown se hace un registro de los datos a los cuáles se tiene acceso y documentación […] En proceso En proceso This API offers real-time quotes for equities trading on U.S. and international exchanges. In addition to last price and stock quote (bid/ask) data, the API also provides intraday tick data, volume and time weighted average prices and other market statistics including open, high, low, close, opening/closing auction prices and other data for active equities, depository receipts and ETFs. Haz el request aquí This API offers real time stock quotes for securities trading on … Read more →

587

Applet Codebook: NIMH KSADS v0.28

by Mike X.

2021-08-10

This is a codebook that documents all of the items in the current version of the NIMH KSADS applet for MindLogger. […] This applet was made based on the NIMH KSADS on Redcap. These sections are in currently in progress: The data dictionary used to generate this applet is here. These questions were constructed as part of a collaboration between the National Institute of Mental Health and the MATTER Lab of the Child Mind Institute (https://matter.childmind.org). … Read more →

588

Lecture 12 Note

by Yiming Gong

2021-08-09

This is the class note for lecture 12. […] The binomial option pricing model is an options valuation method developed in 1979. The binomial option pricing model uses an iterative procedure, allowing for the specification of nodes, or points in time, during the time span between the valuation date and the option’s expiration date. The binomial option pricing model values options using an iterative approach utilizing multiple periods to value American options. With the model, there are two possible outcomes with each iteration—a move up or a move down that follow a binomial tree. The model is … Read more →

589

Fleni. Introduccion a la estadistica para las neurociencias

by Ismael Calandri

2021-08-08

Este libro se creó para funcionar como una guía de trabajos prácticos en el curso de estadística básica para neurociencias […] Este libro se creó para funcionar como una guía de trabajos prácticos y una introducción al manejo del software de R para estadística bàsica. Forma parte integral del curso de estadística bàsica para las neurociencias dictado por Fleni. Para más información sobre este curso por favor visitar el siguiente link https://www.fleni.org.ar/investigacion-educacion/cursos-seminarios-y-congresos/ … Read more →

590

Lecture 11 Note

by Yiming Gong

2021-08-06

This is the class note for lecture 11. […] The idea behind the “no-arbitrage” principle can be summarized in a few words: there is no such thing as a free lunch. In other words, the financial markets will not allow you to get a risk-free profit. A simple example of arbitrage is when a foreign currency is traded on two markets with different exchange rates. Suppose that you can exchange euros to pounds in London at a rate of e1.15 per pound, and in Paris at e1.16 per pound. Then it would be possible to get a guaranteed profit by exchanging one pound for e1.16 in Paris and then exchanging … Read more →

591

R Training Manual

by UK Public Health Rapid Support Team

2021-08-05

R Training Manual […] This course aims to teach some of the key concepts to help learners use R as a tool to inform data-driven decision-making for epidemiological analysis. Many of the examples in this course are from the Epidemiologist R handbook, a resource developed by epidemiologists working across the world. The handbook is in invaluable resource for all levels of R users but the focus for this course will be on the early learning concepts most frequently used by epidemiologists. The mapping content has been provided by the afrimapr project. The course has been designed in … Read more →

592

Recitation 7 Note

by Yiming Gong

2021-08-05

This is the class note for recitation 7. […] Note that the plot might be different. In this plot, the simulated line is heavily influenced by the extreme value at around ((9,-10)). One way to make linear models more robust is to use a different distance measure. For example, instead of root-mean-squared distance, you could use mean-absolute distance: We can see that the simulated line is less affected by the extreme value. One challenge with performing numerical optimization is that it’s only guaranteed to find one local optimum. What’s the problem with optimizing a three parameter model … Read more →

593

Análise de Dados em R - nível intermediário

by Bruno Lucian & Claudia Jakelline

2021-08-03

Livro texto que acompanha o Curso intermediário de Análise de Dados em R […] A Fundação CEPERJ é uma instituição com mais de meio século de tradição, história e é reconhecidamente um legítimo centro de capacitação, recrutamento, cultura, e produção de estatísticas e de estratégia de políticas públicas para o estado do Rio de Janeiro. Sendo assim, a Escola de Gestão & Políticas Públicas da Fundação, entendendo a importância de saber manipular e analisar informações, ofereceu dois cursos em Análise de Dados com R, sendo este o segundo. O material do primeiro curso (Básico) está disponível … Read more →

594

Recitation 6 Note

by Yiming Gong

2021-08-03

This is the class note for recitation 6. […] Recap: $$ w_1 = ,w_2 = w_1 + w_2 = 1 E(K_V) = V E(K_V) = w_11 + w_22 Var(K_V) = ^2_V Var(w_1K_1 + w_2K_2) = Var(K_V) = w_12Var(K_1)+w2_2Var(K_2)+2w_1w_2Cov(K_1,K_2) Var(ax+by) = Var(ax) + Var(by) + 2Cov(ax, by) Var(x) = Cov(x,x) Var(ax+by) = Var(ax) + Var(by) + 2Cov(ax, by) =Cov(ax,ax)+Cov(by,by) + Cov(ax, by) + Cov(by,ax) Var({i=1}^n a_ix_i) = Cov({i=1}^na_ix_i, {i=1}^na_ix_i) $$ Compute the expected return μV and standard deviation (\sigma_V) of a portfolio consisting of three securities with weights (w_1 = 40%), (w_2 = … Read more →

595

Recoding Introduction to Mediation, Moderation, and Conditional Process Analysis

by A Solomon Kurz

2021-08-02

This project is an effort to connect Hayes’s conditional process analysis work with the Bayesian paradigm. Herein I refit his models with my favorite R package for Bayesian regression, Bürkner’s brms, and use the tidyverse for data manipulation and plotting. […] Andrew Hayes’s (2018) text, Introduction to mediation, moderation, and conditional process analysis: A regression-based approach, has become a staple in social science graduate education. Hayes’s work has been from a frequentist OLS perspective. This book is an effort to connect his work with the Bayesian paradigm. Herein I refit … Read more →

596

Anotações do treinamento R

by Robson Wilson Silva Pessoa

2021-08-02

Este minicurso é dedicado aos integrantes do projeto Ciência de Dados na Escolas Pública. […] Para o treinamento em R para as atividades do projeto Ciência de Dados na Escola Pública é necessário conhecimento básico em R e linguagem de programação … Read more →

597

Lecture 8 Note

by Yiming Gong

2021-07-30

This is the class note for lecture 8 on July 30. […] … Read more →

598

Recitation 5 Note

by Yiming Gong

2021-07-29

This is class note for recitation 5. […] Compute the value (V (1)) of a portfolio worth initially (V (0) = 100) dollars that consists of two securities with weights (w_1 = 25%) and (w_2 = 75%), given that the security prices are (S_1(0) = 45) and (S_2(0) = 33) dollars initially, changing to (S_1(1) = 48) and (S_2(1) = 32) dollars. Question: which stock is the most risky? Even though an investment in either stock separately involves risk, we have reduced the overall risk to nil by splitting the investment between the two stocks. This is a simple example of diversification, … Read more →

599

R Essentials for Six Sigma Analytics

by Ramon Perdigao

2021-07-28

Learn basic R coding and build elegant plots to support your analysis during any size Six Sigma projetc. […] R Essentials for Six Sigma Analytics: An Introduction to R for the Six Sigma Practitioner. Copyright © 2021 by Ramon Perdigao. All rights reserved. This book was written in RStudio version 1.4.1717 with Bookdown and other open source R packages. All examples and exercises have been created by the author unless explicitly stated otherwise. No part of this work may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or … Read more →

600

Lecture 7 Note

by Yiming Gong

2021-07-28

This is the class note for lecture 7. […] Basic Definition: Annualized standard deviation of the change in price or value of a financial security. Volatility is a statistical measure of the dispersion1 of returns for a given security or market index. In most cases, the higher the volatility, the riskier the security. Volatility is often measured as either the standard deviation or variance between returns from that same security or market index. In the securities markets, volatility is often associated with big swings in either direction. For example, when the stock market rises and falls … Read more →

601

Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA

by Elias T. Krainski, Virgilio Gómez-Rubio, Haakon Bakka, Amanda Lenzi, Daniela Castro-Camilo, Daniel Simpson, Finn Lindgren and Håvard Rue

2021-07-28
Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA

The book Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA has been published by Chapman &Hall/CRC Press. Hardcopies can be bougth from CRC Press or other popular on-line booksellers. The on-line version of the book can be read here, and it is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. To cite the book in publications, please use: E. T. Krainski et al. (2019). Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA. Chapman & Hall/CRC Press. Boca Raton, FL. You … Read more →

602

Notes of Analysis of Functional MRI

by Lecturer: Chia-Feng Lu Course page:

2021-07-27

Notes of Analysis of Functional MRI […] Brain activation to the corresponding task. Similarity between local BOLD signal and task design. “Where is the motion area?” “Where is the face recognition area?” 分析工具:General Linear Model (GLM)。 Brain encoding to the representation of stimulus classes. Classification or similarity analysis. “What are the varying brain states in an area?” “How do brain cortices encode different types of information?” 分析工具: Multivariate Pattern Analysis (MVPA). Classifier‐based MVPA, pattern similarity analysis. Brain … Read more →

603

Recitation 4 Note

by Yiming Gong

2021-07-27

This is the class note for recitation 4. […] Method of moments estimation is based solely on the law of large numbers, which we repeat here: Let (M_1, M_2,…) be independent random variables having a common distribution possessing a mean (\mu_M). Then the sample means converge to the distributional mean as the number of observations increase. [ \bar{M}n = \frac{1}{n}\sum{i=1}^n M_i \rightarrow \mu_M \text{, as } n \rightarrow\infty ] To show how the method of moments determines an estimator, we first consider the case of one parameter. We start with independent random variables … Read more →

604

Economic Survey 2019-20

by markbneal

2021-07-27

The 2019-20 DairyNZ Economic Survey is the fifteenth annual survey of New Zealand dairy farmers using dairy farm business data from DairyBase®. The Economic Survey of Factory Supply Dairy Farmers was first published in 1963-64 by the New Zealand Dairy Board. In 1988-89 the survey was undertaken by Livestock Improvement Corporation (LIC) and then Dexcel in 1999-2000, when the name was changed to Economic Survey of New Zealand Dairy Farmers. From 2005-06 DairyNZ published the survey under the new title DairyNZ Economic Survey. DairyNZ is the industry good organisation, representing New … Read more →

605

Lecture 6 Note

by Yiming Gong

2021-07-26

This is the class note for lecture 6. […] Consider a data set of daily asset percent returns: [ x_1, x2,\dots, x_n ] Assume the return on day (t) is a random variable (X_t): [ {\text{all possible }X_t} ={-\infty <x_t<\infty} ] The probability model/distribution for (X_t) is given by specifying the cumulative distribution function or equivalently the probability density function Special Cases of the Probability Model in our exercise [ f(x_t) = \frac{1}{\sqrt{2\pi}\sigma}e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}} ] [ f(x) = \frac{1}{2b}e^{-\frac{|x-\mu|}{b}} ] Useful methods … Read more →

606

BIONB 2210 Summer 2021 Computer Labs

by Dena J. Clink

2021-07-25

This is the location for all of the tutorials associated with the behaviouR R package. […] You have reached the location for all of the tutorials for the computer labs for Summer 2021. We will be completing all assignments using Rstudio Cloud (www.rstudio.cloud). Please see the link on Canvas for details on how to setup your RStudio Cloud account. Note: If you have never used R before I highly recommend that you check out the primers here: https://rstudio.cloud/learn/primers. You can navigate using the tabs at the left and/or the … Read more →

607

Lecture 5 Note

by Yiming Gong

2021-07-23

This is the class note for lecture 5 on July 23th. […] … Read more →

608

T32 Working with Data Training

by Jean-Paul Courneya and Amy Yarnell

2021-07-23

This is material to accompany class sessions for the T32 Epidemiology of Aging training series […] This book was published with bookdown. The bookdown package can be installed from CRAN or … Read more →

609

bookdown-demo.knit

by probability

2021-07-22

An interactive introduction to Inference […] An interactive introduction. … Read more →

610

Understanding the Whole Child: Prenatal Development through Adolescence

by Jennifer Paris, Antoinette Ricardo, & Dawn Rymond

2021-07-22

This developmental psychology textbook is about physical, cognitive, and social development during childhood and adolescence. Bookdown adaptation by C. Nathalie Yuen. […] An Open Educational Resources Publication by College of the Canyons Authored and compiled by Jennifer Paris, Antoinette Ricardo, & Dawn Rymond Editor: Alexa Johnson Cover Image: Photo by Rene Bernal on Unsplash Bookdown adaptation: C. Nathalie Yuen This is a derivative of Version 1.2 This textbook is licensed under a Creative Commons Attribution 4.0 License. July 22, 2021 2019 - Version … Read more →

611

PSY317L & PSY120R Guidebook

by James P. Curley & Tyler M. Milewski

2021-07-22

PSY317L & PSY120R Guidebook […] This book is written to help students enrolled in the University of Texas at Austin Introduction to Statistics for the Behavioral Sciences (PSY317L) course or R Programming for Behavioral Sciences (PSY120R) led by Professor James Curley. We hope that the book will be a useful resource to help you learn both R and statistics. If you have any suggestions for improvements, please get in touch with Professor Curley. This is in between a textbook and a study guide. We’re trying to build materials that will enable students to quickly find what they’re looking for … Read more →

612

Laboratorio

by Jose Antonio Fortou

2021-07-22

Este libro contiene instructivos y materiales de clase para el curso GP0070 Laboratorio del área de métodos del pregrado en Ciencias Políticas de la Universidad EAFIT. El documento está en fase de desarrollo y los contenidos pueden cambiar. Por favor, no … Read more →

613

Recitation 3 Note

by Yiming Gong

2021-07-22

This is class note for recitation 3 on July 22th. […] restrict the time scale to two instants only: The price of one share at time (t) will be denoted by (S(t)). The current stock price (S(0)) is known to all investors (A(t)) and (A(0)) [ S(t)-S(0) ] The return is defined as: [ K_S = \frac{S(t)-S(0)}{S(0)}, t= 1 ] Is the return (K_S) a fixed value or a random value? Similar for return of bond: [ K_A = \frac{A(t)-A(0)}{A(0)}, t = 1 ] Is the return (K_A) a fixed value or a random value? The future stock price (S(1)) is a random variable with at least two different … Read more →

614

Rasch Measurement Theory Analysis in R: Illustrations and Practical Guidance for Researchers and Practitioners

by Stefanie Wind & Cheng Hua

2021-07-21

The purpose of the proposed book is to illustrate techniques for conducting Rasch measurement theory analyses using existing R packages.The book will include some background information about Rasch models, but the primary objective will be to demonstrate how to apply the models to data using R packagesand interpretthe results. The academic level for this book is graduate students or professionals who have already been exposed to Rasch measurementtheory. Read more →

615

An Introduction to Game Theory

by Yuleng Zeng

2021-07-21

This is an introduction to Game Theory. The project started when I sat in on Tobias Heinrich’s class (POLI 725: International Conflict) in Fall 2019. I was given the opportunity to provide an introduction to basic game theory concepts and methods. Thank again to Toby for the trust and the opportunity. My intention is to build upon the short introduction and potentially expand it into course, with a heavy focus on models used in International Relations. If you have suggestions or find any errors, please do shoot me an … Read more →

616

Lecture 4 Note

by Yiming Gong

2021-07-21

This is class note for lecture 4 on July 21th […] It is a fact of life that $100 to be received after one year is worth less than the same amount today. The main reason is that money due in the future or locked in a fixed term account cannot be spent right away. One would therefore expect to be compensated for postponed consumption. In addition, prices may rise in the meantime and the amount will not have the same purchasing power as it would have at present. Finally, there is always a risk, even if a negligible one, that the money will never be received. Whenever a future payment … Read more →

617

Tecnicas de Limpieza y Calidad de Datos

by KLEVER CURAY

2021-07-21

Ejercicios realizados en clase […] Este conjunto de páginas contienen los ejercicios realizados en clase en el curso: Técnicas de Limpieza y Calidad de Datos. … Read more →

618

Behind changing windows: understanding shop changes in Miðborg

by Anne-Cécile Mermet

2021-07-20

The main aim of this project is to provide a spatial analysis of the retail change in Miðborg through the production of an interactive map of the shops in Miðborg. The main source of inspiration for the project is the interactive map produced by the Parisian planning agency (APUR). The retailscape of Miðborg has undergone a dramatic change over the past years. Before 2020, tourism has driven some major shop changes. Some very well-established shops, such as the grocery Visir, have been turned into tourist shops. Other well-known shops have moved out to suburban premises, while new … Read more →

619

Data Visualization for Conservation

by Gavin Masterson

2021-07-20

This book contains all the content for, and information relevant to, the Data Visualization for Conservation course (7 July - 20 July 2021). […] Welcome to the Data Visualization for Conservation course! In this course we are going to be talking about data visualisation or ‘dataviz.’ We will spend time talking about the importance of data visualisation, learning how to produce custom visualisations using the ggplot2 package, as well as an important theory of data management and storage. The path of learning is never-ending, and we do not want you to imagine that this course can teach you … Read more →

620

Recitation 2 Note

by Yiming Gong

2021-07-20

This is note for recitation 2. […] The text in an R Markdown document is written with the Markdown syntax. Precisely speaking, it is Pandoc’s Markdown. There are many flavors of Markdown invented by different people, and Pandoc’s flavor is the most comprehensive one to our knowledge. You can find the full documentation of Pandoc’s Markdown at https://pandoc.org/MANUAL.html. Inline text will be italic if surrounded by underscores or asterisks, e.g., text or text. Bold text is produced using a pair of double asterisks (text). A pair of tildes (~) turn text to a subscript (e.g., … Read more →

621

Métodos de evaluación de impacto

by Víctor Morales-Oñate

2021-07-20

Métodos de evaluación de impacto […] Este documento está en construcción. Tiene por objetivo recoger material necesario para impartir un curso aplicado de introducción a métodos de evaluación de impacto. Esta primera versión realiza una revisión detallada de regresión lineal, el método experimental, técnicas de emparejamiento (matching), diferencias en diferencias y regresión discontinua. En la medida de lo posible el documento trabaja con datos de Ecuador. Además, el software utilizado para el análisis, estimación y predicción es … Read more →

622

R语言基础与光谱建模

by 李彦杰, 中国林业科学研究院亚热带林业研究所, aj7105@gmail.com

2021-07-20

这是一本操作性比较强的书,希望通过阅读这本书,可以让你喜欢上R语言。 […] 本书将着重在数据整理、数据预处理、数据拆分和数据建模等方面展开,通过实例,来为大家系统讲解如何通过R语言进行光谱数据建模和预测,希望能为想学习R语言但又不知道如何开始的学者提供帮助。这本书不会包含太多纯理论性的内容,如果想更多了解模型算法,请同时参考其他更专业的书籍。 本书的在线版本已获得知识共享署名-非商业性-相同方式共享4.0国际许可的许可。 我的 R 进程信息: 感谢家人:学习和工作的动力 感谢单位:好的科研态度离不开好的科研平台 感谢领导和同事:没有领导和同事的支持,我可能没这个机会写这本书 … Read more →

623

Lecture 3 Note

by Yiming Gong

2021-07-19

Lecture 3 note […] Suppose that two assets are traded: one risk-free and one risky security. The former can be thought of as a bank deposit or a bond issued by a government, a financial institution, or a company. The risky security will typically be some stock. It may also be a foreign currency, gold, a commodity or virtually any asset whose future price is unknown today. Throughout the introduction we restrict the time scale to two instants only: today, t = 0, and some future time, say one year from now, t = 1. More refined and realistic situations will be studied in later chapters. The … Read more →

624

Lecture 2 Note

by Yiming

2021-07-17

This is the class note for lecture 2. […] There is an extensive range of packages in R. For collecting and analyzing financial time series, some of the packages we will use include: Financial data collection from internet (tidyquant) Time series (xts,zoo) Non-linear volatility models (rugarch) Regime modeling (fxregime) The first package (tidyquant) facilitates collecting financial data from the internet sites: https://fred.stlouisfed.org/(FRED) Interest rates of US Government Bonds/Bills Interest rates of Foreign governments Foreign exchange rates Commodities: West-Texas-Intermediate Crude … Read more →

625

Elaboración de productos de datos: Reportes con R Markdown

by Samuel Calderon, Felipe Bedoya, Maira Chamota, Jennifer Ponce, Nelly Reyes, Almendra Rodriguez

2021-07-16

Este libro es una compilación de reportes individuales trabajados durante mayo y junio del 2021 en el Taller de Elaboración de productos de datos dictado por Samuel Calderon. […] Este libro digital es un esfuerzo conjunto de los participantes del Taller de Elaboración de productos de datos dictado durante cuatro semanas entre los meses de mayo y junio de 2021. A pesar de que el taller tuvo una participación regular de alrededor 10 personas en las sesiones, fueron cinco personas quienes optaron por participar del proyecto final, que no era obligatorio. El taller tuvo como público objetivo a … Read more →

626

R para los científicos

by François Rebaudo

2021-07-15
R para los científicos

Un guía para adquirir las bases de la programación con R y conducir de forma efectiva su gestión y análisis de datos. […] Agradezco a todos los colaboradores que ayudaron a mejorar este libro con sus consejos, sugerencias de cambios y correcciones (en orden alfabético): Camila BF, Marc G, Susi LH, y Estefania QH. Las versiones de gitbook, html y epub de este libro usan los iconos de fuente abierta de Font Awesome (https://fontawesome.com). La versión en PDF utiliza los iconos del proyecto Tango disponibles en openclipart (https://openclipart.org/). Este libro fue escrito con el paquete R … Read more →

627

Microclimate Algorithms

by Yutaro Sakairi, Abigail Meyer, and Lauren Buckley; The TrEnCh Project, University of Washington

2021-07-13

A users’ guide to accessing and processing microclimate datasets. […] Most ecological analyses and forecasts use weather station data or coarse interpolated, gridded temperature data. Yet, these products often poorly capture the microclimates experienced by organisms that live near the surface and respond to fine scale spatial and temporal environmental variation. Sources of historic and projected future data that better capture microclimates are proliferating. This site attempts to make it easier for users to access and process microclimate data. We include weather station data along with … Read more →

628

Bioestadística

by Danna Cruz

2021-07-13

Notas de clase de Bioestadística […] Este libro fue construido para ayudar a entender algunas herramientas de Bioestadística. Acá encontrará los códigos, las lecciones, los ejercicios y tareas dejados por su querida profesora Danna … Read more →

629

Malaria inequality

by Gabriel Carrasco-Escobar

2021-07-11

Code for malaria inequality analysis … Read more →

630

TIES Measurement Report Automation Project

by Michael Wu

2021-07-09

This instruction manual is generated using the R package bookdown. The output format for this example is bookdown::gitbook. […] This project is developed to generate lengthy but informative measurement reports from survey data and Mplus measurement model outputs for projects at NYU Global TIES for Children. Typically, a research institute like TIES has the obligation to generate detailed measurement reports to better inform the funders and the cooperating agencies about its most up-to-date work. However, even with a Word template, the process from analytical results to a publishable report … Read more →

631

Data Visualization Workshop

by Taia Wu

2021-07-09

Data Visualization Workshop […] “The greatest value of a picture is when it forces us to notice what we never expected to see.” — John W. Tukey This bookdown was created for a 2-hour minicourse on data visualization for students in the 2021 UCSF Science and Health Education Partnership Highschool Internship Program (SEP HIP). Interns – welcome! You can use this website and all of its resources during and after the workshop. Anyone else – welcome, also! Feel free to use what you find here for educational purposes. If you do, please cite this book and/or include the URL where you use these … Read more →

632

2021 REU Data Science Training

by Haoqi Wang

2021-07-01

2021 REU Data Science Training […] Knowledge Gained: R, data wrangling, data visualization Main materials: Other resources Software: R Weekly Time-Commitment: 3-6 hrs of independent asynchronous work by students supplemented with ~1-3 hours of grad student led synchronous support. Asynchronous work: working through video tutorials Synchronous … Read more →

633

Analysis scripts for NHi-C

by Ting Peng

2021-06-28

This book is a collection for of visualizing scripts for NHi-C … Read more →

634

Introdução à Análise de Dados em R

by Bruno Lucian & Claudia Jakelline

2021-06-25

Livro texto que acompanha o Curso Introdutório de Análise de Dados em R […] Este curso é oferecido pela Escola de Gestão & Politicas Públicas da Fundação CEPERJ. A Fundação CEPERJ é uma instituição com mais de meio século de tradição, história e é reconhecidamente um legítimo centro de capacitação, recrutamento, cultura, e produção de estatísticas e de estratégia de políticas públicas para o estado do Rio de Janeiro. Bruno Lucian é graduado em Estatística pela UFF e Mestre em Matemática Aplicada pela FGV. Atualmente é Cientista de dados na Loggi, já atuou como cientista de dados líder na … Read more →

635

商业数据分析师-R 语言数据处理

by Yufei Zhong

2021-06-23

商业数据分析师的 R 语言学习笔记,主要集中在数据清洗相关包的介绍,从数据导入(本地数据 数据库)到数据清洗,到固定报表输出的自动化流程。 […] 本文主要是我作为商业数据分析师使用 R 语言做数据处理的学习笔记,主要是数据清洗相关包的介绍。 笔记内容包含:从数据导入到完成报表、报告、可视化等整个分析流程。 注意:R 包介绍时很多 demo 是照搬官方案例 … Read more →

636

Solutions Calculus Vol 1 2th Edition

by Luis Francisco Gomez Lopez

2021-06-22

Solutions from the book Calculus, Volume 1: One-variable calculus, with an introduction to linear algebra Second Edition (1988) by Tom Mike Apostol. […] The main objective of this book is to present all the solutions of the exercises proposed in (Apostol 1988) Currently it is a work in … Read more →

637

Novel Approaches and Analytics

by Bodong Chen

2021-06-22
Novel Approaches and Analytics

This is a course handbook written by Bodong Chen for his SNA course at UMN. […] This site is built for a course titled CI 8371 - Applied Social Network Analysis in Education, taught by Prof. Bodong Chen at the University of Minnesota. Content on this site will be actively built and refined throughout the Spring 2021 semester. While the course is titled Social Network Analysis in Education, this course is not limited to social networks or to education. We will broadly examine social, information, and artificial networks in a variety of learning contexts including schools, workplace, and … Read more →

638

The Social Life of Neighborhoods: Data Preparation & Mapping Tutorials

by Professor Forrest Stuart, TA: Francine Stephens

2021-06-19

This is a website with tutorials for the Social Life of Neighborhoods offered in SOC 176/276. […] The following is a series of tutorials specifically designed for The Social Life of Neighborhoods (SOC 176/SOC 276/AFRICAAM 76B/CSRE 176B/URBANST 179) course. The course assignments and final story map require collecting and analyzing information about neighborhoods and other urban spaces. In the tutorials, you will be introduced to tools that will allow you to gather, process, and visualize data so that you can complete the assignments and create your own story map. No prior experience or … Read more →

639

Computational Social Science: Theory & Application

by Paul C. Bauer

2021-06-17

Script for the seminar ‘Big Data and Social Science’ at the University of Bern. […] The present document serves both as slides and script for the workshop/seminar Computational Social Science: Theory & Applications. This seminar is taught by Paul C. Bauer at the University of Mannheim (Spring Semester 2021). The material was developed by Paul C. Bauer and heavily draws on material developed by other people (see script). Any original material and examples is licensed under a Creative Commons Attribution 4.0 International License. For potential future versions of the course see my website: … Read more →

640

Customer-Analytics-Business-Intelligence

by gubiithefish

2021-06-16

Customer-Analytics-Business-Intelligence […] Chapters and sections can be labeled using {#label} after the name. We can reference Chapter ?? by writing @ ref(intro). Parenthetical citation can be created by writing [@xie2015], e.g. (Xie 2015, 45) Narrative citations can be created by writing @R-bookdown, e.g. Xie (2021) Figures and tables with captions will be placed in figure and table environments, respectively. Figures can be referenced by its code chunk label with the fig: prefix, e.g., see Figure 0.1 Tables can likewise be referenced by its code chunk label with the tab: prefix, e.g., … Read more →

641

Introducción a la ciencia de datos con R.

by Gastón Becerra y Juan Pablo López Alurralde

2021-06-14

Curso intro de R […] Estos recursos corresponden a un seminario de sociología y epistemología del big data. El presente material corresponde a la unidad práctica de dicho seminario, que busca introducirnos en análisis de datos por medio del lenguaje R. Si bien este objetivo es explícitamente de nivel introductorio, creemos que puede ser un primer paso hacia un fin necesario: acercarnos al fenómeno de los datos, con una mirada “desde adentro.” Escenarios sociales y técnicos como el big data, así como los avances en inteligencia artificial y la proliferación de algoritmos en diversas esferas … Read more →

642

Fundamentals of Wrangling Healthcare Data with R

by J. Kyle Armstrong

2021-06-14

Fundamentals to Data Wrangling and programming with R v 4.1; examples with Health Related Data […] Data Wrangling is the process of gathering, selecting, transforming and mapping “raw data” into another format with the intent of making it more appropriate and valuable for a variety of downstream analytic purposes. The Primary goal in data wrangling is to assure quality and useful data. Also known as “data cleaning,” “data processing,” or “data munging”; many professionals will tell you that data management related tasks will consume upwards of 80% of their time, leaving only 20% for … Read more →

643

Utah IR R tools user guide

by UDWQ Integrated report team

2021-06-14

A guide to installing R and the necessary R packages developed for Utah’s Integrated Report process. […] bookdown.org/jakevl/IR-R-tools-guide This guide walks secondary reviewers through installing R and its associated packages on their computer. A snapshot of the commands required to run the R packages is available on the “Install or Access R Tools” card on the Current Report Development Trello Board. Please refer to the FAQs section for answers to common questions, but note that this section will grow as we move through the process as group. If you still have questions about running R or … Read more →

644

jamoviクイックガイド(Analysis編)

by 芝田 征司

2021-06-13

本書はjamoviのAnalysisモードの簡易ガイドです。jamoviのAnalysisモードに含まれるメニュー項目およびその設定項目について,簡単な説明を加えています。 […] 本書はjamoviのAnalysisモードを使用するための簡易ガイドです。メニューに含まれる項目やその設定項目について,日本語訳と簡単な説明を加えています。各項目の詳細な説明やその使用方法などについては,「jamovi完全攻略ガイド」の方をご覧ください。なお,本書はjamovi1.8.0.0をベースに作成しています。jamoviは活発に開発が進められている統計ソフトウェアですので,jamoviのバージョンが進み,本書の内容と実際のソフトウェア画面に違いが生じてしまう場合もありえます。そ … Read more →

645

Introduction to R - tidyverse

by Brendan R. E. Ansell @ansellbr3

2021-06-10

Introduction to R - tidyverse […] This document contains the material covered in the Introduction to R (tidyverse) course taught at the Walter and Eliza Hall Institute of Medical Research. The course is taught to biomedical scientists, but the material and the teaching examples are very broad. Skills taught in this workshop can be applied to many disciplines in academia and industry. There is no assumed knowledge of R or other computer languages - we start from scratch. Chapters 1 through 5 make use of popular (non-biological) teaching data sets available through R. Chapters 6 onwards … Read more →

646

Title

by Your name

2021-06-10

Title […] I want to thank a few people. This is an example of a thesis setup to use the reed thesis document class (for LaTeX) and the R bookdown package, in general. You can have a dedication here if you … Read more →

647

Working with data

by Terrill Paterson

2021-06-09

This is a short workbook designed to help students in the MSSE program feel better about how to talk about the data generated from their capstone projects. […] This short book encapsulates everything that we used to cover in an in-person short course, the entire point of which was to collaboratively improve our ability to talk about, describe, and display data. We began the course as a deep-end-of-the-pool method of trying to take away some of the concern and fear that people have when it comes to writing about their Capstone data. Our goals are very simple: The only requirements for this … Read more →

648

Data Science Boot Camp

by Arthur Small, Principal Scientist

2021-06-09

Course materials for the Data Science Boot Camp, Weldon Cooper Center for Public Service, University of Virginia June 8-10, 2021 […] This boot camp is designed to help research assistants rapidly to become productive doing data science as a member of the Cooper Center team. The mini-course offers introductory training in how to do data science as a member of a team. It also provides an orientation to the projects, resources, and house styles that are specific to the Cooper Center. R4DS: R for Data Science by Hadley Wickham and Garrett Grolemund. An excellent introduction, available for free … Read more →

649

读书笔记:中共的治理与适应

by Yuyang Shi

2021-06-06

政治学显然还没有发展起合适的工具和范畴,可以对像中国这样的政治体制的经济社会发展与稳定进行更细致的分类。 […] https://book.douban.com/subject/26592476/ 这本书各部分质量参差不齐。戴长征的那篇文章不要看。《政党-国家?》的翻译太烂,必须找原文。 会议集并没有如预期惊喜。以后可以刷一刷俞可平的东西。暂时还没看出杨雪冬的好坏。 「管理-治理」之争是一个必须注意的话题,这和我关系的state-society问题的关系特别密切。何增科那篇文章没有亮点,但是梳理的很好,可以借鉴。 … Read more →

650

《地方: 記憶, 想像與認同》摘要

by 陳奕達

2021-06-04

新台嘉讀書會第二、三週,陳奕達負責之讀本摘要。 […] 《地方: 記憶, 想像與認同》(Cresswell … Read more →

651

Merging Discussion

by Katrina Hueniken

2021-06-03

Merging Discussion […] The dplyr package has a suite of four functions for merging two datasets together. The syntax is borrowed from SQL … Read more →

652

Skript zum MAS Modul Servotechnik

by Martin Pischtschan

2021-06-02

Skript Servotechnik […] Dieses Dokument dient als Grundlage für das MAS-Modul “Antriebstechnik,” welches von der Fachhochschule Nordwestschweiz angeboten wird. Es behandelt die Grundlagen der aktuellen Servotechnik. Das Dokument kann hier kostenlos gelesen werden. Ein PDF-Dokument kann via Email (martin.pischtschan@fhnw.ch) angefragt … Read more →

653

A Crash Course in Geographic Information Systems (GIS) using R

by Michael Branion-Calles

2021-06-01

A Crash Course in Geographic Information Systems (GIS) using R […] There is an assumption of some previous experience in R with this tutorial. If you have not used R before I would start with Chapter 1 of the free, and excellent textbook R for Data Science. The GIS operations in R from the sf package are designed to integrate well with the tidyverse suite of R packages. We will make use of some basic functionality from the dplyr package and will be using pipes (%>%) to sequence multiple operations. If you are unfamiliar with dplyr and pipes I would go through the base vignette before … Read more →

654

Curso R 2021

by Roberto C. Duarte

2021-06-01

Este libro es una introducción al paquete bookdown para la escritura de libros (en castellano, galego, …). […] Este libro es una pequeña guía sobre como emplear el paquete bookdown de R para la escritura de libros, incluyendo algunos detalles de configuración para la escritura en otros idiomas distintos del inglés (castellano, galego,…). Este mismo libro ha sido escrito en R-Markdown empleando el paquete bookdown y está disponible en el repositorio Github: rubenfcasal/bookdown_intro. Para generar el libro (compilar) puede ser recomendable instalar la última versión de RStudio y la versión … Read more →

655

Processo de Produção do Formaldeído

2021-06-01

Em desenvolvimento […] O formaldeído é um composto orgânico de extrema importância na indústria e mercado mundial. Dotado de grande versatilidade, são inúmeras as aplicações desse composto em diferentes setores da indústria química. Desse modo, o trabalho em questão tem como objetivo a aplicação dos conceitos de balanço de massa e energia para a simulação do processo de produção do formaldeído através da utilização do software Microsoft Excel. Calculando-se o grau de liberdade para assumir parâmetros baseados na literatura e assim resolver o sistema através da ferramenta solver. … Read more →

656

Coding in R

by Michael Foley

2021-06-01

Handbook of basic R coding concepts and practices. […] This is a handbook of basic R concepts and best … Read more →

657

Machine Learning for Economics 2020/21: R labs

by Michela Cameletti

2021-05-31

Notes for the R labs of the MLFE course @ Unibg […] You are reading the lecture notes of the R labs for the Machine learning for Economics (MLFE) course at University of Bergamo (academic year 2020/21). The MLFE course is the second module of the Coding and Machine Learning course. The MLFE R labs are designed for students who already have some experience with R programming thanks to the first module of the Coding and Machine Learning course. Click here to access the R lab notes of the first module regarding introduction to R language and the tidyverse package. Enjoy the journey! … Read more →

658

STA 141 - Exploratory Data Analysis and Visualization

by Derek L. Sonderegger

2021-05-27

STA 141 - Exploratory Data Analysis and Visualization […] The history of advertisement is full of examples of false advertisement. In the United States, the Federal Trade Commission regulates advertisement and can level fines for deceptive or misleading ads. As a result, the ads typically say true, but misleading facts. The shift to people getting information from social media sources has exacerbated the problem. With hundreds of automated accounts on a media site, a disinformation campaign can continually present their information without suffering any penalty. In order to be compelling, … Read more →

659

ADVANCED REGRESSION AND PREDICTION: MACHINE LEARNING TOOLS

by Ilán F. Carretero Juchnowicz

2021-05-27

This is a bookdown in which the second part of the project of the subject advanced regression and prediction of the Master’s Degree in Statistics for Data Science has been carried out […] Currently Machine Learning (ML) techniques are applied in an infinity of fields to obtain knowledge from data. Among these fields today we can highlight the appearance and effect of the coronavirus disease (COVID-19) in all aspects of society. That is why, by completing this second part of the advanced regression and prediction course, it is intended to use the techniques learned during the practical and … Read more →

660

Fashion Logistics Analysis

by Robert Goedegebuure

2021-05-26

Descriptive Analysis of Fashion Data […] This module makes use of R. To replicate, understand and adapt the code used in this module, download R and RStudio. In this module, you will use several R packages. You have to install these packages on your computer, using install.packages(“packagename”). You only have to install packages once on your computer. Only after installing new versions of R, you have to install packages again. For invoking the functions and accessing the data sets embedded in these packages, use the library() command, in each session. RStudio shows a list of installed … Read more →

661

Weekly Readings

by Yuyang Shi

2021-05-26

本科生的小惶恐 […] … Read more →

662

Business Statistics

by Josip Arnerić & Anita Čeh Časni ©jarneric@net.efzg.hr, aceh@net.efzg.hr

2021-05-25

Business Statistics […] The course purpose is to introduce a formal framework for analyzing real life business problems with actual data, so that students can improve their understanding of the circumstances in which statistical techniques should be used and how to apply statistics to practical business situations. The entire course is supported with many case studies and worked-out examples. In particular, statistical techniques are grouped in sections covering applications in the field of decision making, business forecasting, quality control, and commonly used descriptive and inferential … Read more →

663

POLI 330 International Organization

by Shaoshuang Wen, University of South Carolina,

2021-05-25

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] The goal of this course is to introduce students to the structure and functions of international political and economic organizations. Particular attention to the United Nations and its specialized agencies, and to emerging regional communities. We look in depth at the United Nations, the World Trade Organization, international courts, and the international financial institutions, as well as other international organizations in comparative terms. Students … Read more →

664

Introduction to R

by Jena University Hospital, Institute of Medical Statistics, Computer and Data Sciences, Julia Palm (julia.palm@med.uni-jena.de)

2021-05-25

Accompanying IMSID course […] This instruction manual belongs to the course Introduction to R which is taught at the Institute for Medical Statistics, Computer and Data Sciences at Jena University hospital. Each chapter belongs to one of the five course dates. It is written in a way that should allow you to reproduce the entire course by yourself on your personal computer. There are a lot of code examples in this instruction manual. You can generally recognize a piece of R code in this document by the grey highlighting. If the code returns a result, the result is displayed directly below … Read more →

665

基于R语言的科研信息分析与服务

by 王敏杰

2021-05-24

Scientific Research information service using R […] 在图书馆开设R语言系列讲座也有一年半载了,在此过程中我萌生了用R语言写一本书的想法,一方面是想为学生提供R语言学习范例,另一方面也借此为我校科研人员提供一些科研信息服务。如果此举能做到教学相长,更好地实践和应用数据科学,也算是一次很有意义的尝试,无奈自己时间精力有限,写书进展缓慢。 本书数据处理和可视化用到 tidyverse, 您也可以参考我的课件《数据科学中的 R 语言》。 本书的代码可以公开,您完全可以重复每一过程。本书使用的代码和数据集 可能用到的开发版本的宏包 … Read more →

666

Sobre reduzir distâncias…

by Renata Lúcia Magalhães de Oliveira

2021-05-23
Sobre reduzir distâncias…

Sobre reduzir distâncias… […] Atualmente sou professora associada do Centro Federal de Educação Tecnológica de Minas Gerais, onde leciono geografia aplicada às Ciências Sociais, geografia de transportes, análise urbana, análise de dados para gestão e cursos de logística e logística urbana desde 2006. Após concluir meu doutorado em Geografia em 2015, tenho me envolvido em pesquisa com foco em planejamento orientado à acessibilidade, transporte de cargas urbanas e análise espacial aplicada. Sou coordenadora do grupo de pesquisa PLACES - PLANEJAMENTO para ACcESs, membro da Rede de Pesquisa … Read more →

667

Modelos Estadísticos

by Javier Morales (Universidad Miguel Hernández de Elche), Mª Asunción Martínez (Universidad Miguel Hernández de Elche)

2021-05-23

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Este compendio de unidades sobre modelización estadística trata de mostrar una versión aplicada para el tratamiento de los modelos estadísticos más básicos. El objetivo no es mostrar una versión teórica de estos modelos sino una versión aplicada. Se recomienda a los lectores interesado que complementen la teoría de estos modelos con manuales más específicos. Para poder seguir los contenidos aquí expuestos se recomiendan conocimientos básicos de estadística … Read more →

668

Pharmacy Primer for T-SQL Database Interrogation

by Charles T. Makowski, PharmD

2021-05-23

Pharmacy Primer for T-SQL Database Interrogation is a manual intended for pharmacist SQL practitioners at a beginner to intermediate skill level. It approaches the topic of Microsoft Transact-SQL (T-SQL) database interrogation from the HFHS perspective using pharmacy use cases from real-world projects. The manual makes an up-front investment in foundational SQL theory that (hopefully) rewards the user with more nuanced and targeted examples in its later materials. Read more →

669

R语言学习笔记

by Yufei Zhong

2021-05-21

宇飞的R语言学习笔记,主要集中在数据清洗相关包的介绍,从数据导入(本地数据 数据库)到数据清洗,到固定报表输出的自动化流程。 […] 本文主要是我作为商业数据分析师的R语言学习笔记,主要是数据清洗相关包的介绍。 … Read more →

670

K-Means Clustering

by Robert Goedegebuure

2021-05-19

An E-book explaining K-Means clustering using R. […] In this reader, we explain how to perform K-Means clustering in … Read more →

671

ProteoMill

by Martin Rydén, Lund University, martin.ryden[at]med.lu.se

2021-05-18

Documentation and guidelines for using the ProteoMill platform. […] The analysis of protein enrichment and knowledge of protein-protein interactions have become essential tools in many proteomics studies. We developed ProteoMill, an analysis platform with the purpose to enable researchers to quickly gain insights about the molecular events in their data. ProteoMill is unique in that it is a free, open-source, always up-to-date and easily accessible web tool that renders a complete pipeline from data upload to differential expression-, enrichment- and network analysis. A common requirement … Read more →

672

Comprehensive Exam Study Guide

by Author: Emma Strand; Ph.D. Student at the University of Rhode Island

2021-05-17

Welcome to my study guide that I used to prepare for my comprehensive exams. This is a general work in progress but it helped me compile all of the resources I needed for this exam set. […] Welcome to my study guide that I used to prepare for my comprehensive exams. This is a compilation of resources that I used while studying for my comprehensive exams. Each tab and chapter in this R-book are organized by the committee member this was used for. Disclaimer: Some pages of notes are more comprehensive and descriptive than others. This study guide is meant to be a foundation to bounce off of … Read more →

673

Analyses statistiques avec R

by Evrard Louis - l.evrard@student.uclouvain.be - LSBA - UCLouvain, Govaerts Bernadette - bernadette.govaerts@uclouvain.be - LSBA - ISBA - UCLouvain

2021-05-15

Analyses statistiques avec R […] Durant votre cursus du cours LBIRA2110, nous vous offrons la chance de vous former au logiciel et langage de programmation R. R c’est LE logiciel libre référence dans le domaine de l’analyse statistique de données. Programmer en R nécessite R-Studio qui est une interface utilisateur facilitant l’utilisation du langage R. L’installation de R et R-studio n’est pas très compliquée mais requiert de suivre à la lettre plusieurs étapes. Le lien suivant vous mènera vers un support où l’installation est détaillée: ~> Installation détaillée de R et R-Studio En … Read more →

674

Skript zur Vorlesung Staatsrecht II – Grundrechte

by Florian Meinel florian.meinel@jura.uni-goettingen.de

2021-05-10

Skript zur Vorlesung Grundrechte im Sommer 2021 […] Dieses Skript wird laufend aktualisiert und fortgeschrieben. Sie können es online lesen, aber auch als pdf oder für einen epub-Reader herunterladen. Dazu klicken Sie oben auf das … Read more →

675

STAT160 R/RStudio Companion

by Statistics/Data Science at St. John Fisher College

2021-05-10

Companion document to Introduction to Statistical Investigations using R/RStudio. […] This companion is for use in STAT160 (Introduction to Data Science). The textbook for the course is Introduction to Statistical Investigations (Tintle et. al). Through in-class and home work assignments, students will learn to use R and RStudio. In this companion, we will review the commands and functions students will need to perform statistical analysis and generate statistical … Read more →

676

Moindres Carrés Ordinaires et alternatives

by BOUSSENGUI François - SABAYE Fried-Junior - BARRE Nicolas

2021-05-10

Moindres Carrés Ordinaires et alternatives […] La méthode des moindres carrés ordinaires (MCO) consiste à minimiser la somme des carrés des écarts, écarts pondérés dans le cas multidimensionnel, entre chaque point du nuage de régression et son projeté, parallèlement à l’axe des ordonnées, sur la droite de régression. Il s’agit d’ajuster un nuage de points ({Y_i, Xi}_{i=1,…,n}) selon une relation linéaire, prenant la forme de la relation matricielle (Y=X\beta+\epsilon), où (\epsilon) est un terme d’erreur. Parmi les différentes méthodes de régression existantes cette dernière est … Read more →

677

Techincal Analysis with R (second edition)

by Ko Chiu Yu

2021-05-10

This is an introductory textbook that focuses on how to use R to do technical analysis. […] Since the first edition has been published in 2018, I have received numerous comments on how to improve the book. The second edition attempts to accommodate these suggestions as much as possible. The book is completely rewritten and reorganized. In particular, the core part of trading rule is now divided into three chapters: day-trading rule, non-day trading rule, and complex trading rule. Day-trading rule requires only basic knowledge of conditional if statements and for loops. Non-day trading … Read more →

678

Elegant Bookdown Template

by 黄湘云 & 叶 飞

2021-05-09

最初看到 elegantbook 做的书籍样式很漂亮,就想把它引入到 bookdown 中,遂定制了此模版。在此基础上,做了迁移和扩展的工作,融合了 LaTeX (精美)、Pandoc (简洁) 和 R (强大) 的特性。This is a bookdown template based on ElegantBook. The output format for this template is bookdown::gitbook and bookdown::pdf_book. […] A Markdown-formatted document should be publishable as-is, as plain text, without looking like it’s been marked up with tags or formatting instructions. — John Gruber 这是一份 R Markodwn 文档。 Markdown … Read more →

679

R Coding for Data Science - 2020/21

by Michela Cameletti

2021-05-09

Notes for the R labs of the R4CDS course @ Unibg […] You are reading the lecture notes of the R lectures for the Coding for Data Science (C4DS) course at University of Bergamo (academic year 2020/21). R is a great programming language especially designed for statistical analysis and data visualisation. The C4DS R lectures are designed for students who already have a programming background thanks to the first part of the C4DS course dedicated to Python. In the 5 lectures dedicated to R I will present you the basics of R for data manipulation, analysis and plotting. Enjoy the journey! In the … Read more →

680

实验品一号

by 牧羽尘

2021-05-09

狮心阁 […] … Read more →

681

Summer RA Conclusion

by Yuyang Shi, Yokia Xu

2021-05-09

Summer RA Conclusion […] 本文件为2020年夏季学期胡悦老师RA项目中的方法总结,主要包括: 使用.Rmd撰写论文 Git Zotero与Rmd bookdown基本使用方法 如何快速阅读论文 提醒:由于各种原因,请尽可能保证在使用R时,各种文件路径中仅含有英文字母、_和-(例如R可能无法读取路径名中带有中文的文件) … Read more →

682

Entrenamiento en productos de datos: R Markdown

by Samuel Calderon, Sandra Cerna, Antenor Escudero, Christian Reyes

2021-05-07

Este libro es una compilación de reportes individuales trabajados durante el verano 2021 en el Taller de Elaboración de productos de datos dictado por Samuel Calderon. […] Durante el verano de 2021 tuve la oportunidad de reunirme dos veces por semana con un grupo de personas interesadas en aprender a elaborar productos de datos. La única condición impuesta para formar parte de este grupo fue tener mucha paciencia y disposición a cometer muchos errores en el camino. En resumen, pienso que las personas que lograron participar en las sesiones y elaborar su proyecto final, compilado en este … Read more →

683

Research Methods

by Robert Goedegebuure

2021-05-04

This module is of MBA programs. The module carries 4 ECTS credits. […] Here’s the syllabus of this … Read more →

684

Scientific Research Methods

by Peter K. Dunn

2021-05-04

An introduction to quantitative research in science, engineering and health (including research design, hypothesis testing and confidence intervals in common situations) […] This book is an introduction to quantitative research in the scientific and health disciplines. The whole research process is introduced, from asking a research question to analysis and reporting of the data. The focus, however, is on the analysis of data. This book was originally prepared for use with the course SCI110 Science Research Methods1 at the University of the Sunshine Coast (USC). This name is grammatically … Read more →

685

Editable Distributed Hydrological Model

by Kan Lei

2021-04-29

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This document is the use guide for EDHM and some other concept about the hydrological models (HM) building. In Chapter 1 explain the basic concept of hydrological cycle and the important concept and idea of EDHM. In chapter 2 show the workflow of using a hydrological model with EDHM and the way to explain a new model. Chapter 3 and 4 show the basic information, e.g. input data, parameters and output data of every module or model. EDHM is a R package for … Read more →

686

R Markdown 指南

by 王祎帆, 闫求识, 高春辉

2021-04-29

R Markdown 指南 … Read more →

687

Market Segmentation & Clustering

by Robert Goedegebuure

2021-04-28

This module is part of the Minor Data Driven Decision Making in Business (3DMiB, for short). The module carries 2.5 credits (ECTS) […] This module makes use of R. To replicate, understand and adapt the code used in this module, download R and RStudio. In this module, you will use several R packages. You have to install these packages on your computer, using install.packages(“packagename”). You only have to install packages once on your computer. Only after installing new versions of R, you have to install packages again. For invoking the functions and accessing the data sets embedded in … Read more →

688

Statističke metode za ekonomske analize

by Josip Arnerić ©jarneric@net.efzg.hr

2021-04-28

Statističke metode za ekonomske analize […] ANOVA (engl. ANalysis Of VAariance) je metoda kojom se uspoređuju aritmetičke sredine više uzoraka, tj. grupa i donosi se zaključak o postojanju (ili ne) razlika između sredina više populacija (\mu_1), (\mu_2),…, (\mu_k) Na taj se način analizira utjecaj jedne ili više kategorijalnih (nezavisnih) varijabli na jednu numeričku kontinuiranu (zavisnu) varijablu Kategorijalne varijable još nazivamo faktorima pa govorimo o jednofaktorskoj, dvofaktorskoj ili pak višefaktorskoj analizi varijance Broj kategorija nezavisne varijable određuje broj … Read more →

689

Data Visualization with PowerBI

by Mohamed Kassem

2021-04-27

This course is intended for educational puposes & preparing Data analysts for Exam DA-100: Analyzing Data with Microsoft Power BI : Creating reports […] This course is intended for educational purposes & preparing Data analysts for Exam DA-100: Analyzing Data with Microsoft Power BI : Creating reports All the needed resources to follow along can be found here https://github.com/Mkassem16/NycTaxiPBI. Creating basic PowerBI reports knowledge is prerequisite for this course. By the end of this course Data Analysts should be able to: + Customize Report pages. + Decide for appropriate … Read more →

690

(Mostly Clinical) Epidemiology with R

by James Brophy

2021-04-26

This is an intermediate epidemiology book that focuses on clinical epidmeiology and its quantification using R. It stems from my belief that the learning of epidmeiologic principles is consolidated through hands on coding examples. […] James (Jay) Brophy is a full professor with a joint appointment in the Departments of Medicine and Epidemiology and Biostatistics at McGill University where he works as a clinical cardiologist at the McGill University Health Center and does research in cardiovascular epidemiology. His research interests are eclectic and include clinical and outcomes research, … Read more →

691

Applied Biostats

by Yaniv Brandvain

2021-04-26

Course notes for applied Biostats. […] Key links: Canvas, Detailed schedule in progress, Rough schedule. I begin this writing in early Sept 2020, and am thinking about you, my students for the fall 2021 term. Currently much is uncertain — we are beginning a term in the wake of George Floyd’s murder [among many others], which has resulted in protests, uprisings, rioting and armed confrontation between protesters, armed citizens and police. We are in the midst of an uncertain economy, and a vicious presidential election. Most of us feel isolated as COVID has pushed most of us home, some of us … Read more →

692

Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition)

2021-04-21
Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition)

Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM STAT 216 edition) […] This book is a slightly modified version of the work below: Zieffler, A., & Catalysts for Change. (2019). Statistical Thinking: A simulation approach to uncertainty (4.2th ed.). Minneapolis, MN: Catalyst Press. http://zief0002.github.io/statistical-thinking/ This work is licensed under a Creative Commons Attribution 4.0 International License. You are free to share, remix, and make commercial use of the work under the condition that you provide proper attribution. To reference this work, use: The … Read more →

693

Time Series and Forecasting: A Project-based Approach with R

by Arthur Small

2021-04-21

Class notes for University of Virginia SYS 5581, Spring 2021 […] This document is a compilation of class notes for SYS 5581 Time Series and Forecasting, University of Virginia, Spring, … Read more →

694

Simulation and Modelling to Understand Change

by Manuele Leonelli

2021-04-19

These are lecture notes for the module Simulation and Modelling to Understand Change given in the School of Human Sciences and Technology at IE University, Madrid, Spain. The module is given in the 2nd semester of the 1st year of the bachelor in Data and Business Analytics. Knowledge of basic elements of R programming as well as probability and statistics is assumed. […] These are lecture notes for the module Simulation and Modelling to Understand Change given in the School of Human Sciences and Technology at IE University, Madrid, Spain. The module is given in the 2nd semester of the 1st … Read more →

695

Machine Learning Techniques

by J.H. van der Zwan

2021-04-19

Introductory text to a couple of commonly used Machine Learning techniques and how they are performed in R […] This book is intended to be a reference for frequently used Machine Learning techniques and how they can be performed in R. Writing this work started in summer 2020 and new chapters are and will be added over time. It is written with a view to students pursuing a Machine Learning course in a pre-graduate or graduate program. It is not intended to be an exhaustive textbook on all possible Machine Learning … Read more →

696

Basic R Commands

by Lecturer: Fábio M. Corrêa **Email: f.correa@ru.ac.za

2021-04-19

Basic R Commands […] 19-04-2021 The text is under development and updates are … Read more →

697

JavaScript for R

by John Coene

2021-04-19
JavaScript for R

Invite JavaScript into your Data Science workflow. […] This is the online version of JavaScript for R, a book currently under development and intended for release as part of the R series by CRC Press. The R programming language has seen the integration of many languages; C, C++, Python, to name a few, can be seamlessly embedded into R so one can conveniently call code written in other languages from the R console. Little known to many, R works just as well with JavaScript—this book delves into the various ways both languages can work together. The ultimate aim of this work is to demonstrate … Read more →

698

॥ दिल की गिरह खोल दो ॥

by ॥ विक्रम सिँह रावत ॥

2021-04-18
॥ दिल की गिरह खोल दो ॥

मेरी लिखी एक कविताओं, गज़लों, गीतों, काव्य और कथाओं का संग्रह है। … Read more →

699

How does R fit a linear model?

by Matthew Whalen

2021-04-16

What happens when you run lm(y ~ x1 + x2) […] This book is the product of my goal to answer the question ‘How does R fit a linear model using the lm function?’ A seemingly simple question based on one of the most humble formulas in all of statistics led me down a rabbit hole of math and programming I never expected. The goal of writing this is for my own etification, but also to provide a thorough walkthrough so that R-users at all levels of math and programming can have a better grasp on one of the most ubiquitous tools in a statisticians toolbelt. The book wil be structured largely … Read more →

700

STA 444/5 - Introductory Data Science using R

by Derek L. Sonderegger

2021-04-13

STA 444/5 - Introductory Data Science using R […] This book is intended to provide students with a resource for learning R while using it during an introductory statistics course. The Introduction section covers common issues that students in a typical statistics course will encounter and provides a simple examples and does not attempt to be exhaustive. The Deeper Details section addresses issues that commonly arise in many data wrangling situations and is intended to give students a deep enough understanding of R that they will be able to use it as their primary computing resource … Read more →

701

Data Science with R: A Resource Compendium

by Martin Monkman

2021-04-12
Data Science with R: A Resource Compendium

A modest and very incomplete listing of resources for tackling data science problems in R. […] Draft This book grew out of my evergrowing collection of reference materials that was saved as an expanding array of markdown files in a github repo. By assembling it as a book, I hope that it will be more accessible and useful to other R users. The author would like to acknowledge everyone who has contributed to the books, articles, blog posts, and R packages cited within. License This work by Martin Monkman is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Canada … Read more →

702

Work Portfolio

by Christine Griffith

2021-04-12

This is Christine Griffith’s work potfolio for an Organizational Strategist position at Korn Ferry. The output format for this example is bookdown::gitbook. […] This portfolio represents my work and achievements throughout my college career in the Industrial/Organizational Psychology Graduate Program at Montclair State University. As a highly driven and dynamic Organizational Strategist Professional, I am eager to apply a strong passion for empowering organizations to grow, unlock their potential, and enhance performance to improve the bottom line of Korn Ferry. My portfolio includes the … Read more →

703

MGHIHP HE-802, Spring 2021

by Anshul Kumar

2021-04-12

This e-book accompanies the course HE-802 in the MS in HPEd program at MGHIHP (http://mghihp.edu/mshped). HE-802 is a statistics course that equips students to analyze healthcare and/or behavioral data in R. […] This online e-book is the main resource to guide you through the course HE-802 in the MS in HPEd program at MGHIHP in the Spring 2021 semester. Each chapter contains reading (or links to reading) that you should do as well as an assignment that you should complete and submit by the deadline in the course calendar. My name is Anshul Kumar and I am the author/preparer of this e-book. … Read more →

704

Introduction to Korean Literature

by Wayne de Fremery

2021-04-11

This book contains the texts to be annotated fo the course Introduction to Korean Literature at Sogang University, 2021. […] The texts on this website are formatted in HTML and they will adapt to your screen size. So, you can easily read them on a desktop computer, tablet, or mobile phone. Use the menu icon on the left to access the table of contents and the < icon on the right to open the annotation sidebar. In order to annotate the texts with Hypothesis, you need to sign up at this link: https://hypothes.is/signup Once you have signed up and confirmed your email, log in using the sidebar … Read more →

705

Github actions with R

by Chris Brown, Murray Cadzow, Paula A Martinez, Rhydwyn McGuire, David Neuzerling, David Wilkinson, Saras Windecker

2021-04-09

An introduction to using github actions with R. […] GitHub actions allow us to trigger automated steps after we launch GitHub interactions such as when we push, pull, submit a pull request, or write an issue. For example, there are actions that will automatically trigger: GitHub actions follow the steps designated in a yaml file, which we place in the .github/workflows folder of the repo. We can add these yaml files to our repo either by clicking on a series of steps on GitHub.com, or using wrapper functions provided by the usethis package, depending on which actions you wish to include. We … Read more →

706

Using R for Educational Research

by Jerry Bean, College of Education and Human Ecology, The Ohio State University

2021-04-08

This is an example of using the bookdown package to write a book […] Our goal for this document is to illustrate the importance of good data analysis practices and how R and companion packages support these practices. We think the R system has many benefits for educational research. R has become the flagship computing environment for many areas of science and has great appeal because it is free and open-access. In addition, free tools like RStudio and R Markdown promote a replication commitment and open science philosophy important to our work. One particular strength of R is that it … Read more →

707

Building Pension Models and Actuarial Tools Using R and R Shiny

by Tommy Cornally

2021-04-08

Building Pension Models and Actuarial Tools Using R and R Shiny […] This interactive report has been created to demonstrate the functionality of R Markdown and Bookdown, as an additional tool that actuaries and others can avail of. Each page of the application (with the exception of the combined SORP Calculator and Drawdown Simulation) has been rebuilt using miniUI [1], an R library used to create Shiny Widgets. However, these “mini-apps” do not fully replicate the main application. Similarly, this interactive report does not intend to replace the original - it merely serves to compliment … Read more →

708

Applied longitudinal data analysis in brms and the tidyverse

by A Solomon Kurz

2021-04-06

This project is a reworking of Singer and Willett’s classic (2003) text within a contemporary Bayesian framework with emphasis of the brms and tidyverse packages within the R computational framework. […] This project is based on Singer and Willett’s classic (2003) text, Applied longitudinal data analysis: Modeling change and event occurrence. You can download the data used in the text at http://www.bristol.ac.uk/cmm/learning/support/singer-willett.html and find a wealth of ideas on how to fit the models in the text at https://stats.idre.ucla.edu/other/examples/alda/. My contributions show … Read more →

709

Data Science and Econometrics for NBA Analytics

by KP

2021-04-05

Data Science and Econometrics for NBA Analytics […] The 1960s was a period of time where oil became the most valuable and productivity augmenting resource for companies to extract, prompting companies to engage in a race to extract as much oil as possible without any regard for the environmental and social consequences. However, recent times has seen data replace oil as the most valuable resource, even for sports organizations. Analytics have a major place in today’s sports world. At some level, every sports organization relies on data and analytics for team development, salary structure, … Read more →

710

Curso R base

by Iosu Paradinas

2021-04-03

Vamos a ver que aprendemos! […] R es un lenguaje de programación y un entorno para el análisis estadístico y gráfico. Es multiplataforma: está disponible para Windows, Macintosh y GNU/Linux. R fue inicialmente creado por R. Ihaka y R.Gentleman de la Universidad de Auckland en 1993, pero actualmente, el entorno R es el resultado de la colaboración de toda una comunidad de usuarios. A partir de 1997 el desarrollo del código fuente (o base-R) de R es llevado por un grupo de programadores conocido como “The R-core team”. La página web oficial de R se llama: The R Project for Statistical … Read more →

711

Economic Impact Report

by Commercial Fishermen of Santa Barbara

2021-04-02

2020 Economic Impact Report for Commercial Fishing Activity of Santa Barbara Harbor. […] INCOMPLETE SECTION For more information, visit: https://www.cfsb.info/. … Read more →

712

Policy Learning I - Binary treatment

by Golub Capital Social Impact Lab

2021-04-01

A short tutorial for machine-learning based causal inference. […] This tutorial will walk you through common statistical tools used in the lab. If you’re self-studying, here’s a minimal recommended study plan for newcomers: If you are working on a particular project, you can jump into a relevant section. Any pre-requisites are listed at the beginning of each … Read more →

713

Chronicles of Grandma’s Closet

by Jessica Mann

2021-04-01

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] To render the book used the following code, you must do this before knitting the GitBook (webpage) The _output.yml contains the header arguments. I would but them here so its cleaner and easier to read the code. These resources are not relevant for students but they are to … Read more →

714

TRABAJO DE CALIDAD DE AGUA RIMAC

by Yihui Xie

2021-03-30

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] UNIVERSIDAD NACIONAL AGRARIA LA MOLINA PROFESOR: JESUS SALINAS INTEGRANTES LUIS EDGAR GUTIERREZ SALDANA CHRISTIAN CRUZATE JENNY … Read more →

715

Eagle I.O Website Playground

by kulasj

2021-03-30

This is a sandbox template to play with Eagle I.O website development ideas, forked from Matt Crump’s Research Lab. We are a student-led consulting group within the Industrial/Organizational Psychology program at Montclair State University, founded in 2019. We look at ourselves as hard-working, driven students who wish to strengthen MSU’s I/O Psych program, as well as learn outside of the classroom to build upon our skills and knowledge. We pride ourselves on strong involvement in local and national I/O groups, namely METRO and SIOP. For more information about the roles and responsibilities … Read more →

716

Introduction to Statistics with R

by content

2021-03-29

Introduction to Statistics with R […] Let’s start with a simple question: In the US, are adult men taller, on average, than women? We know the answer to this question already (yes), but attempting to answer it with data will allow us to illustrate many important concepts of statistics. The first step is to collect some … Read more →

717

University of Utah

by Naomi J. Goodrich-Hunsaker, Ph.D.

2021-03-26

University of Utah […] This manual contains a general descriptions of all neuroimaging pipelines currently being used to analyze MRI scans. If additional information or further clarification is needed, email me at naomi.hunsaker@utah.edu. … Read more →

718

Financial Engineering and TensorFlow

by Joocheol Kim

2021-03-26

Financial Engineering and TensorFlow […] 금융공학, 인공지능. 두가지 모두 매력적인 말입니다. 이 두가지를 모두 배울 수 있을까요? 그것이 바로 이 강의가 추구하는 바입니다. 금융공학과 인공지능의 기초뿐만이 아니라, 수준 있는 내용까지 모두 배우고 이를 세상에 활용해 볼 수 있을 정도까지의 준비를 하는 것입니다. 이 강의는 아직도 개발 중입니다. 계속해서 새로운 내용을 추가하도록 … Read more →

719

Calculus and Applications - Part II

by Vahid Shahrezaei

2021-03-24

Lecture notes for Calculus and Applications produced in bookdown […] These are lecture notes for the second part of Calculus and Applications first year module at the Department of Mathematics, Imperial College London. The notes are split into three parts on Fourier Transform, Ordinary Differential Equations and Introduction to Multivariate Calculus. Please refer to course Blackboard for additional materials recommended text books for further reading. These lecture notes are adobted from existing courses in our department. Part I of the course is based on the old M2AA2 course (Andrew … Read more →

720

Exercise

by Taeyeon Chung

2021-03-24

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Exercise 3-1 Exercise 3-2 … Read more →

721

DEMOVATE

2021-03-23

Hvordan kan demokratiet fornyes slik at flest mulig støtter opp om det? Nye og alternative former for involvering og medvirkning er i dag viktige tema i den internasjonale diskusjonen om demokratiets tilstand. DEMOVATE-prosjektet prøver ut medvirkning i praksis ved å invitere et tilfeldig utvalg innbyggere i Bergen til å diskutere og gi råd til politikerne i bestemte saker i det såkalte “Byborgerpanelet”. I samarbeid med internasjonalt ledende forskere blant annet fra Stanford University studerer vi demokratisk innovasjon og dens effekt på demokratisk legitimitet i norske kommuner. Sentrale … Read more →

722

STAB Tutorials

by UW STAB Working Group

2021-03-22

Tutorials for the UW STAB working group […] This site is currently in development. It will eventually contain tutorials related to the STAB working group at the University of Washington. This site was built using … Read more →

723

Responsabilidade Social no Exercício da Engenharia

by Vinicius Moreira

2021-03-21

Síntese e análise dos assuntos abordados no contexto da Disciplina Responsabilidade Social no Exercício da Engenharia. A idéia desse portfólio é levantar dados que se referem direta ou indiretamente aos conteúdos mencionados durante a disciplina e mais importante, espacializá-los na área de Minas Gerais. A maior parte dos dados foram retirados do portal IDE SISEMA¹ de Minas Gerais ¹SISEMA. Infraestrutura de Dados Espaciais do Sistema Estadual de Meio Ambiente e Recursos Hídricos. Belo Horizonte: IDE-Sisema, 2019. Disponível em: idesisema.meioambiente.mg.gov.br. Acesso em: … Read more →

724

GESC-258 Schedule

by Colin Robertson

2021-03-19

Schedule, readings, and labs for GESC 258, Winter 2021. […] This is will provide week-to-week scheduling of course activities in … Read more →

725

Contributing to GNU R

by Lionel Henry

2021-03-18

How to contribute to GNU R. […] Contributing to a large open source project like GNU R can be intimidating. This document aims to reduce the technical barriers to contributing and will help you get started on building R, modifying it, and checking that you haven’t broken anything. At the moment, Contributing is written from the perspective of macOS users, but should be helpful to users of all platforms. R Internals, the language specification. R Installation and Administration, the official guide on how to install R. R’s internal C API, an unofficial documentation for the internal … Read more →

726

Efficient R programming

by Colin Gillespie, Robin Lovelace

2021-03-18
Efficient R programming

Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency. […] This is the online version of the O’Reilly book: Efficient R programming. Pull requests and general comments are welcome. Get a hard copy from: Amazon (UK), Amazon (USA), O’Reilly Colin Gillespie is Senior Lecturer (Associate Professor) at Newcastle University, UK. He is an Executive Editor of the R Journal, with research interests including high performance statistical computing and Bayesian statistics. Colin founded the … Read more →

727

FIN 473. Advanced Investments

by Adam Aiken

2021-03-15

These notes summarize our topic for each week. […] These notes summarize, discuss, and add commentary to the articles and cases that we are discussing during our brief time together this semester. Hopefully, you find them useful What are the current discussions and controversies going on in asset management? What issues will you face if you work at a wealth management firm? How about if you are assisting hedge funds with their Bloomberg or Factset software? Or working with clients at an investment management firm, like Blackrock or Vanguard? Does it matter that Wall Street Bets (WSB) has … Read more →

728

R for Data Science

by Shaoshuang Wen, University of South Carolina,

2021-03-14

R for Data Science […] If you see any mistakes or have any suggestions, please do shoot me an email at wenshaoshuang@gmail.com. … Read more →

729

MAT 4880 Mathematical Modeling II

by Boyan Kostadinov, City Tech

2021-03-13

This is a book experiment for MAT 4880 Mathematical Modeling II. […] Example 1.1 We are given population data concerning the growth of a species of yeast in a closed vessel. Use the data given below and the solution (u(t)) to the logistic differential equation to find estimates of the parameters (u_0), (r) and (K). [u(t) = \frac{K}{1+e^{-rt} \left (\frac{K}{u_0}-1 \right )}] where (K) is the carrying capacity of the population, (r) is the growth rate and (u_0) is the initial population size at time (t=0). For more details, please review the lectures where we covered all … Read more →

730

The Shape of Polarization: A Topological Data Analysis of Congressional Voting Patterns

by Aidan Toner-Rodgers

2021-03-13

The Shape of Polarization: A Topological Data Analysis of Congressional Voting Patterns […] Polarization is a pervasive feature of modern American politics. But has this always been the case? Understanding trends in polarization has been a topic of intense interest in the social sciences, with researchers taking a variety of approaches. The classic strategy has been to use congressional roll call votes and measure the difference in voting patterns between parties (Theriault, 2008; Ladewig, 2010; Shor, 2018; Moskowitz, 2019). More recent work has used text analysis of congressional speech … Read more →

731

STAT 243: Stochastic Process

by Jizhou Kang

2021-03-12
STAT 243: Stochastic Process

This is my E-version notes of the Stochastic Process class in UCSC by Prof. Rajarshi Guhaniyogi, Winter 2021. […] This is an E-version notes of the Stochastic Process class in UCSC by Prof. Rajarshi Guhaniyogi, Winter 2021, typed by Jizhou … Read more →

732

Disentangling the contribution of climate,deforestation,and control efforts on malaria epidemiology in the peruvian amazon rainforest

by Varios

2021-03-08

Disentangling the contribution of climate,deforestation,and control efforts on malaria epidemiology in the peruvian amazon rainforest … Read more →

733

Do A Data Science Project in 10 Days

by Gangmin Li

2021-03-07

This is a data science project practice book. It was initially written for my Big Data course to help students to run a quick data analytical project and to understand 1. the data analytical process, the typical tasks and the methods, techniques and the algorithms need to accomplish these tasks. During convid19, the unicersity has adopted on-line teaching. So the students can not access to the university labs and HPC facilities. Gaining an experience of doing a data science project becomes individual students self-learning in isolation. This book aimed to help them to read through it and follow instructions to complete the sample propject by themslef. However, it is required by many other students who want to know about data analytics, machine learning and particularly practical issues, to gain experience and confidence of doing data analysis. So it is aimed for beginners and have no much knowledge of data Science. the format for this book is bookdown::gitbook. Read more →

734

Conceitos e análises estatísticas com R e JASP

by Luis Anunciação (PUC-Rio), PhD

2021-03-07

This book was written for undergraduate level students on Quantitative Methods at the Pontifical Catholic University of Rio de Janeiro (PUC-Rio). The primary goal of this book is to provide a short and to-the-point exposition on the essentials of statistics. To a lesser degree, the mathematical modeling of statistical questions will be addressed. I expect this book can also help students who enroll for laboratory-based statistics and anyone who wants to learn R. Read more →

735

Measuring what Matters: Introduction to Rasch Analysis in R

by Daniel Katz, Anthony Clairmont, Mike Wilton

2021-03-05

This book is a guide for getting started using the Rasch model […] This is meant to be a general introduction for using the Rasch model via R for constructing measures. The book is meant to get you started but is by no means where you should stop. Please see, Wilson (2005) and Bond & Fox (2015) for more. The Rasch model is based on a theory of measurement. Whereas one may typically fine-tune a model to fit the data, in the Rasch paradigm, one compares the data to the Rasch model. Under this view, when the data does not fit the Rasch model, it is believed that the data may not be suitable … Read more →

736

Data protection in journalism: a practical handbook

by fede_caruso

2021-03-02

Data protection in journalism: a practical handbook […] By Iñigo de Miguel Beriain, Lorena Pérez Campillo Edited by Federico Caruso version 0.5 Welcome to the Data protection handbook for journalists, a practical guide to help journalists deal with the processing of personal data within the European context. This book is brought to you by Panelfit, a project funded by the European Union’s Horizon 2020 Research and Innovation Programme, grant agreement N. 788039. … Read more →

737

Using R for Social Work Research

by Jerry Bean, College of Social Work, The Ohio State University

2021-02-26

This is an example of using the bookdown package to write a book […] Our goal for this document is to illustrate the importance of good data analysis practices and how R and companion packages support these practices. We think the R system has many benefits for social work research. R has become the flagship computing environment for many areas of science and has great appeal because it is free and open-access. In addition, free tools like RStudio and R Markdown promote a replication commitment and open science philosophy important to our work. One particular strength of R is that it … Read more →

738

Exploring the Arctic through Data

by sarah_erickson_m

2021-02-24

Exploring the Arctic through Data […] This is a compilation of datasets from the Arctic Data Center. Each contain data files ready for download and reuse. In this Bookdown, you’ll find additional background information about the dataset gathered from lab pages, associated journal articles, and related blog posts. They are meant to provide context and direction, but feel free to use the data as it suits your educational needs. Please share how you or your students ended up using these datasets. We hope to see these be materials collaborative and evolving. Email info@arcticdata.io to add to … Read more →

739

Probabilistic Effects of a Play-In Tournament

by Joe Siwinski

2021-02-22

This is an analysis designed to view team playoff probability differences when a play-in tournament is put into place. […] In 2020, we saw the first ever NBA season that held a play-in tournament for the final 8th seed in both conferences. While the tournament was fun to watch, it made me think about the objective of this project: How does a play-in tournament effect the preseason playoff odds of teams? The code for this project can be found in my Github Repository at https://github.com/jsiwinski/Play-In-Tourney. In this bookdown, I will analyze the probabilistic effects of a play-in … Read more →

740

Statistical Learning Inmas workshop

by Amelia McNamara

2021-02-21

A three-day workshop introducing data science skills, including statistical modeling […] Hone your statistical, data, and computing literacy. Instead of covering all statistical modeling & inference techniques in 2 days (impossible!), focus on a couple of foundational & generalizable tools: linear regression & simple classification. In doing so, we’ll bypass topics in traditional stat intros. Favor applications using real data over theory so that you walk away with a sophisticated set of tools with real applications. Play around with the RStudio software. In doing so, focus on the patterns … Read more →

741

Applied Genetics, Genomics, and Data Science for the Swine Industry: A Ph.D. Student’s Perspective

by Caleb J. Grohmann

2021-02-20

Experiments using advanced analytical methods for description, prediction, and prescription of data and outcomes within the United States commercial swine industry. […] This book is meant to document, in an extremely detailed fashion, every research project, experiment, and analysis conducted during my PhD program. The main goal of this book is to provide a seamless interface in which to combine technical and physical programming methods with the results of each analyses and subsequent discussion of these results. The book will be divided into parts, and each part encompasses all analyses … Read more →

742

Reproducible Miracle

by Gökmen Altay

2021-02-18

This book demonstrates 19 based coding system available in the Full Text of Quran text, which shows Quran is intact and unchanged. […] This book presents 19 based system with reproducible coding evidences that I discovered, tested and witnessed in a book fully written 1387 years ago (632) than the publication date (2019) of this book. Most of the codings could only be practically realized by the invention of computers. You will not only witness some of the miraculous examples of the 19 based codings but also have the ability to easily test them yourself by running the codes I will provide … Read more →

743

An introduction to R Markdown

by Fábio M. Corrêa **Email: f.correa@ru.ac.za

2021-02-17

An introduction to R Markdown […] 17-02-2021 The text is under development and updates are … Read more →

744

MMES Quantitative Research Methods Oxford 2021

by Christopher Barrie

2021-02-17
MMES Quantitative Research Methods Oxford 2021

This is a working version of MMES Quant. Methods materials book. The output format for this example is bookdown::gitbook. […] You will find contained in this online document all the materials you need for this course. The book sets out for each week the readings that we will be discussing for each of the four weekly seminars. It also contains a set of take-home exercises. You can read more about the structure of the course in the next Introduction section. Note: this is a “live” document, meaning that I will continue to tweak some things. But fear not, the main course materials and assigned … Read more →

745

GSL causeway and salinity

by Jake Vander Laan (jvander@utah.gov), Utah Division of Water Quality

2021-02-16

GSL causeway and salinity […] This documents contains a series of figures and analyses of Great Salt Lake (GSL) salinity, focused on the effects of causeway culvert closure and subsequent bridge and breach opening. These were developed to provide background information, context, and discussion points for the first GSL Salinity Advisory Committee Meeting. All data presented in this document are publicly available via USGS, UGS, or DWQ websites. Notes: … Read more →

746

Introduction to R (Part 2)

by Nana Kim

2021-02-16

A document for Intro to R workshop (part 2) video […] In the next two chapters, we will learn how to manipulate and visualize data. We will use tidyverse packages (mainly dplyr, ggplot2, and tidyr) for easier and faster data manipulation/visualization. First, install and load the tidyverse by running: * Visit https://www.tidyverse.org/ to learn more about the … Read more →

747

Data Science for Human-Centered Product Design

by Travis Kassab

2021-02-15

Data Science for Human-Centered Product Design […] This is a data science tutorial with seven open-source projects that show how statistics and machine learning can be applied to user survey data. The purpose is not to prescribe techniques, but to demonstrate the use of data science in the context of product design. I’ve compiled what I know on the topic, and hope readers adopt some of these techniques and use them in concert with qualitative research and entrepreneurial thinking to build better products. Let’s quickly preview the seven different use-cases. First, we must develop an … Read more →

748

Los shocks observados en el PIB de México respecto a la tasa de interés y la prima de riesgo (2009-2019)

by Hernández Castelán Jorge Valente y Garcia Lozada Hector Andrés

2021-02-12

Este trabajo consiste en modelar series de tiempo y los shocks en el tiempo. […] En el ámbito macroeconómico siempre ha existido la incertidumbre sobre los efectos de la tasa de interés en el crecimiento económico, además de los efectos de expectativas que existen dada la prima riesgo asignada para el país. Si nos remontamos a la lógica de que las expectativas juegan un rol importante en el ámbito macroeconómico, así como en la producción total de un país (su PIB), entonces podemos suponer que los efectos en la tasa de interés y la prima de riesgo son fundamentales respecto a esta variable, … Read more →

749

Épidémiologie 2 - Labo informatique R (PTM-6675)

by Simon Dufour (Professeur à la Faculté de Médecine vétérinaire de l'Université de Montréal)

2021-02-11

Les notes de cours pour la partie TP du cours d’épi-2 […] Dans ce document, vous trouverez les différentes manières d’utiliser R pour vos analyses statistiques de base. Notez que les notions théoriques relatives aux tests statistiques utilisés n’y sont pas présentées. Pour cela, vous pouvez vous référrer au livre Veterinary Epidemiologic Research (Dohoo et al., 2009) ou au cours PTM-6675. Dans ce document, nous supposons que vous savez déjà: - Importer ou créer des bases de données dans R - Modifier des variables ou sélectionner une partie d’un jeu de données - Produire des tables de … Read more →

750

Notes for Basic Statistics I

by Joao M. Souto-Maior, PhD student at NYU

2021-02-11

Notes for Basic Statistics I […] These are my notes for the Basic Stats I course at NYU (taught by Prof. Hassad). They will guide our lab sessions. The notes provide: Questions Note: Short-cut to the attendance file, … Read more →

751

Computação em R: Análise experimental

by Eric Bastos Gorgens, Marcio Leles Romarco de Oliveira

2021-02-09

Computação em R: Análise experimental […] Delineamento experimental se trata do desenho do experimento. Ou seja, ele define a organização das unidades experimentais em função da pergunta científica que se deseja responder. Com base no delineamento escolhido, regras precisam ser seguidas, especialmente relacionados à maneira que os tratamentos são distribuídos nas unidades experimentais. Este livro apresenta o processamento dos principais delineamentos experimentais por meio da linguagem de programação R. Inicialmente, o livro apresenta o cálculo de uma análise de variância e descreve quais … Read more →

752

COVID Data Analysis

by Mike Lyons

2021-02-07

Analysis of COVID Data from data.ct.gov. […] I am not an epidemiologist, nor am I a professional scientist or proper research professional. I studied Engineering in college quite a few years ago, and work in the cosmetics industry now. I am also a curious citizen and father who wanted to get sense for the prevalence of COVID where I live, in Redding, CT and the surrounding … Read more →

753

STAT 205B: Classical Inference

by Jizhou Kang

2021-02-07

This is my E-version notes of the classical inference class in UCSC by Prof. Bruno Sanso, Winter 2020. This notes will mainly contain lecture notes, relevant extra materials (proofs, examples, etc.), as well as solution to selected problems, in my style. The notes will be ordered by time. The goal is to summarize all relevant materials and make them easily accessible in future. The textbook that we used is Casella (&) Berger’s famous book: Classical Inference, Second Edition. Most of the materials in this notes is from the textbook, although extending matrials will be added with reference. … Read more →

754

R for Everyone (Advanced Analytics and Graphics) and LaTeX

by Shaoshuang Wen, University of South Carolina,

2021-02-04

R for Everyone (Advanced Analytics and Graphics) and LaTeX […] This is an introduction to R and Latex. In compiling this documents, several sources have been consulted, including Jared P. Lander’s R for Everyone, Hadley Wickham and Garrett Grolemund’s R for Data Science, Dr. Yuleng Zeng’s website, Dr. Timothy M. Peterson’s website, Havard’s Math Prefresher, the course offered by DataCamp. Chapter 3 and Chapter 4 are mostly borrowed from Dr. Yuleng Zeng’s website resources. Install the following applications: Finally, this document is to be used in-class only. As I (will) mention several … Read more →

755

MSU PhD Roles and Policy Manual

by authored by the Industrial and Organizational Program faculty

2021-02-02
MSU PhD Roles and Policy Manual

This is the policy manual for the Montclair State University PhD program in Industrial and Organizational Psychology. The output format for this manual is bookdown::gitbook. […] This is the policy manual for the Montclair State University PhD program in Industrial and Organizational Psychology, last updated … Read more →

756

Lab Manual for the Respiratory and Immunology Project and Laboratory Research Team (RIPLRT)

by Authors: The RIPLRT

2021-02-02

This book constitute the lab manual for the Respiratory and Immunology Project and Laboratory Research Team (RIPLRT). The output format for this example is bookdown::gitbook. […] Welcome to the Respiratory and Immunology Project and Laboratory (RIPLRT) within College of Biomedical Sciences of Larkin University. If you are reading our lab manual because you recently joined the RIPLRT, welcome! If you are a current member of the RIPLRT, frequently refer to our lab manual to refresh our guidelines, policies, platforms, among others. We also look forward to immerse you in different learning … Read more →

757

Medicina de Estilo de Vida

by Dr. Héctor Murillo

2021-02-02

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Dr. Héctor Daniel Murillo Coronado DipIBLM 1,2,3,4 Médico cirujano certificado en Medicina de Estilo de Vida por el International Board of Lifestyle Medicine Association Escuela de Medicina, Universidad de Montemorelos Clínica del Estilo de Vida, Hospital La Carlota Colegio Mexicano de Medicina de Estilo de Vida Asociación Latinoamericana de Medicina de Estilo de … Read more →

758

R Gallery Book

by Kyle W. Brown

2021-01-30

This is the complete guide to the R Gallery. […] Welcome the R Gallery Book, a complete guide to the R Graph Gallery website. This information is taken directly from R graph gallery with careful detail in reproducing plots and completing ideas. This material created by Kyle W. Brown as way to have one single reading collection of updated R gallery plots and graphs. While this book was created to encapsulate the entire R Graph Gallery website into one readable source, another purpose is serving as introductory level into data visualization using R programming … Read more →

759

Engenharia de Recursos Hídricos

by Vinicius Moreira

2021-01-29

Síntese das aplicações produzidas no contexto da Disciplina Engenharia de Recursos Hídricos […] Essa publicação é uma síntese dos scripts produzidos no contexto da Disciplina Engenharia de Recursos Hídricos da Universidade Federal de Minas Gerais (UFMG) Doscente: Talita SilvaDisciplina: Engenharia de Recursos Hídricos Discente: Vinicius B. S. MoreiraMatrícula: 2016022609E-mail: … Read more →

760

Survey Guide: The Challenge from Terrorism in the Nordic Countries

2021-01-29

This is the guide to the survey on the challenge from terrorism in the Nordic countries, conducted in Iceland, Norway, and Sweden in 2018-2019. […] This document is a guide to the survey of the research project The challenge from terrorism in the Nordic countries. The project is a Nordic collaboration, and funded by the Nordic Research Council (NORDFORSK). The survey was conducted with online, probability-based samples of Icelandic, Norwegian, and Swedish citizens. The involved researchers are: Chapter 2 displays the question wordings in the respective languages. Chapter 3 shows the script … Read more →

761

Beyond Multiple Linear Regression

by Paul Roback and Julie Legler

2021-01-26
Beyond Multiple Linear Regression

An applied textbook on generalized linear models and multilevel models for advanced undergraduates, featuring many real, unique data sets. It is intended to be accessible to undergraduate students who have successfully completed a regression course. Even though there is no mathematical prerequisite, we still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner. We believe strongly in case studies featuring real data and real research questions; thus, most of the data in the textbook arises from collaborative research conducted by the authors and their students, or from student projects. Our goal is that, after working through this material, students will develop an expanded toolkit and a greater appreciation for the wider world of data and statistical modeling. Read more →

762

Introduction to Research Methods

by Eric van Holm, PhD

2021-01-19

This is a textbook written for an Introduction to Research Methods class in the social sciences […] “The true path to wisdom can be identified … it has to have practical application in your life. Otherwise, wisdom becomes a useless thing and deteriorates, like a sword that is never used.” - Paulo Coelho, “The Pilgrimage” This book is intended as a practical introduction to research methods in the social sciences. If you pursue research academically or professionally, it will probably not be the last book you need to read on the subject. This is intended as something of a gentle introduction … Read more →

763

Pursuing Truth: A Guide to Critical Thinking

by Randy Ridenour

2021-01-19
Pursuing Truth: A Guide to Critical Thinking

This is a textbook for use in undergraduate critical thinking courses. […] This is a textbook written primarily for my students in PHIL 1502: Critical Thinking, at Oklahoma Baptist University in Shawnee, Oklahoma. There are many good textbooks for critical thinking on the market today, so why write another one? First, all of those books were written for someone else’s course. None cover all of the topics that I would like to cover in class. Second, as I’m sure any student can attest to, textbooks are remarkably expensive, to the point that most of the world’s population cannot afford access … Read more →

764

Sentiment Analysis of 49 years of Warren Buffett’s Letters to Shareholders of Berkshire Hathaway

by Paul D. Sonkin

2021-01-19

Sentiment Analysis of 49 years of Warren Buffett’s Letters to Shareholders of Berkshire Hathaway […] The goal of this project is to perform a sentiment analysis in R of 49 years of letters to Berkshire Hathaway shareholders written by Warren Buffett between 1971 and 2019. What these data show is that IF, and that is a big if, the sentiment lexica are measuring the sentiment of Buffett’s letters accurately, that while Buffett says his focus is primarily on book value, the sentiment of his letters is actually more closely correlated with Berkshire’s stock price and the S&P 500 as shown in … Read more →

765

MODELS TO INFORM THE SAFE COLLECTION AND TRANSFUSION OF DONATED BLOOD

by W. Alton Russell

2021-01-18

Doctoral dissertation. […] Copywrite 2021 by W. Alton Russell. All Rights Reserved. Re-distributed by Stanford University under license with the author. Donated blood is a critical component of health systems around the world, but its collection and transfusion involve risk for both donors and recipients. Transfusion-transmitted diseases and non-infectious transfusion-related adverse events pose a risk to transfusion recipients, and repeat blood donation can cause or exacerbate iron deficiency among donors. This dissertation describes four decision-analytic modeling projects that elucidate … Read more →

766

Market Basket Analysis

by Robert Goedegebuure

2021-01-18

This module is part of the Minor Data Driven Decision Making in Business (3DMiB, for short). The module carries 2.5 credits (ECTS) […] This module makes use of R. To replicate, understand and adapt the code used in this module, download R and RStudio. In this module, you will use several R packages. You have to install these packages on your computer, using install.packages(“packagename”). You only have to install packages once on your computer. Only after installing new versions of R, you have to install packages again. For invoking the functions and accessing the data sets embedded in … Read more →

767

Mathematical methods for Economic analysis

by G.L.

2021-01-16

This very little bookdown aims at presenting some basic ideas about the possible use of mathematical techniques to help with the economic analysis in a rigorous manner. […] The objective of these notes is to present succinctly some mathematical tools allowing to rigorously perform economic analyses. The first chapter presents a way to prove the theory of comparative advantages with far less hypotheses than usually needed. The second chapter provides a solution for the centipede paradox in the case of infinite games, and this solution is used to illustrate phenomena related to money. The … Read more →

768

2019 and 2020 Hybrid Maize x Teosinte Field Data

by Manisha Munasinghe

2021-01-15

This is a bookdown containing results of our analysis of the phenotype data collected on the maize x teosinte hybrids during the 2019 and 2020 field season. […] As part of our effort to characterize the ‘hybrid decay’ phenotype described in Xue et al. 2019, we have collected phenotypic data for several sick hybrid lineages. All lineages descend from a Bravo Teosinte x W22 Maize hybrid backcrossed 7 times to W22 we received from John Doebley. We denote this hybrid as sW22 (may also be refered to as a Bravo BC7), and it is the earliest “sickly” phenotype we have. We start by first detailing … Read more →

769

R for Health Data Science

by Ewen Harrison and Riinu Pius

2021-01-15
R for Health Data Science

An introductory book for health data science using R. […] This is the electronic version of the HealthyR book published by Chapman & Hall/CRC. HealthyR resources: healthyr.surgicalinformatics.org Example datasets used in the book can be downloaded here. Version 1.0.1 It is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 United States … Read more →

770

三國志で学ぶデータ分析 (Japan.R 2019)

by ill-identified

2021-01-14

“三国志を題材にしたRを使ったデータ分析のチュートリアル” […] この記事は 2019/12/7 に開催された Japan.R の発表原稿をもとに作成した資料である. この記事の目的は2つ. ここでいう「データ分析」とは, なるべく複雑高度なテクニックを乱用せず必要最小限の方法で何かを言おうというものである. 今回の「データ分析」はスクレイピングによるデータ取得, データの加工整形, 要約統計量の計算, グラフによる視覚化, というよくあるデータ分析のアプローチであり, 使っているパッケージもrvest(スクレイピング), tidyrと dplyr(データの加工整形),ggplot2(グラフ作成)など様々な場面で使われるRの代表的なパッケージばかりで, … Read more →

771

An Introduction to Acceptance Sampling and SPC with R

by John Lawson

2021-01-12

The output format for this book is bookdown::gitbook. […] This book is an introduction to statistical methods used in monitoring, controlling, and improving quality. Topics covered are: acceptance sampling; Shewhart control charts for Phase I studies; graphical and statistical tools for discovering and eliminating the cause of out-of-control-conditions; Cusum and EWMA control charts for Phase II process monitoring; design and analysis of experiments for process troubleshooting and discovering ways to improve process output; and multivariate control charts for Phase I and Phase II studies … Read more →

772

R for Data Engineers

by Greg Wilson

2021-01-11

R for Data Engineers […] Years ago, Patrick Burns wrote The R Inferno, a guide to R for those who think they are in hell. Upon first encountering the language after two decades of using Python, I thought Burns was an optimist—after all, hell has rules. I have since realized that R does too, and that they are no more confusing or contradictory than those of other programming languages. They only appear so because R draws on a tradition unfamiliar to those of us raised with derivatives of C. Counting from one, copying data rather than modifying it, lazy evaluation: to quote the other bard, these are not … Read more →

773

Analyzing and visualizing fiber photometry data with fluoR

by Andrew Tamalunas

2021-01-09

A living bookdown document focused on exploration, visualization, and analysis of neurobiological time series data - especially in the context of testing behavioral hypothesis. […] Analyzing and visualizing fiber photometry data with fluoR is a continuously updated book of tutorials and background information for analyzing and visualizing time series data from behavioral experiments. The fluoR R package is the successor to the GCalcium package, which I initially wrote to help ensure that my fiber photometry data analyses were accurate, consistent, and transparent. Both R packages and this … Read more →

774

Dispersing or clustering: Spatial Pattern Analysis for Public Use and Taxi’s Rapid Charging Facilities in London, UK

by Student Number: 19175131

2021-01-08

This is a tutorial book with R Markdown for CASA0005 final coursework containing code and instruction of the whole analyzing process. Course name: CASA0005 Geographic Information Systems and Science Program: MSc Spatial Data Science and Visualisation Department: Centre for Advanced Spatial Analysis GitHub repository: https://github.com/LingruFeng/GIS_assessment Rpubs link: https://rpubs.com/Lingru/GIS_assessment … Read more →

775

Abracadabra Stats - Companion Book

by Matthew Whalen

2021-01-08

This Book is a companion and appendum to the YouTube videos I make. […] Welcome! If you are here it is likeliy because you have drifted over from one of my videos, looking for practical experience implementing statistical tools in R. These demonstrations will take you through some more nitty-gritty math and coding to show you how how to turn visual intuition for stats into practical programming, and then into practical application in research. Each chapter corresponds to a single video. I will periodically update this introduction page to include relevant download instructions or link off … Read more →

776

Working with Data in R

by Eric van Holm, PhD

2021-01-07

This is a textbook written to introduce some basic steps of working with and preparing data for use in quantitative analysis. […] This book will provide readers a few basic steps to begin working with data in R. It is not meant as a comprehensive introduction to using R for all of the different functions that are possible. Rather, it is tailored to help an individual that has quantitative data they would like to work with, but has not worked in R previously. The presentation of material is meant to be accessible to students with little to no background in R or computer programming. In many … Read more →

777

Trabajo final de estadística aplicada a la mercadotécnia

by Hernández Castelán Jorge Valente

2021-01-06

Un análisis estadístico del sistema de salud en base a las ideas de las personas. […] Vivimos en un país en el que el sistema de salud siempre se ha encontrado en boca de todos, ya que independientemente de la clase social en la que uno se encuentre, nosotros o algún familiar nuestro en algún punto de nuestras vidas se ha visto en la necesidad de ir a estos centros de atención médica, ya sea el IMSS1 como el ISSTE2. Ciertamente todas las personas que han estado involucradas en estos lugares tienen experiencias diferentes respecto a ello, pero los tratos generales que hay aquí, así como las … Read more →

778

Ecologia numérica 2020/2021: Trabalho 4

by Tiago A. Marques, Susana França, Ana Sofia Reboleira e os alunos de Ecologia Numérica 2020/2021

2020-12-30

Um livro feito pelos alunos, para os alunos. This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Este livro é o resultado dos esforços dos alunos de Ecologia Numérica na FCUL em 2020/2021. O ano de 2020/2021 ficou marcado pela pandemia de COVID19, que impôs grandes restrições à forma como as aulas foram dadas, bem como à forma de fazer a avaliação. Este livro é também uma demonstração de como se pode transformar um desafio numa oportunidade. Depois de assumir que exames em sala de aula poderiam ser caóticos, … Read more →

779

Statistica Applicata per la Finanza - 2020/21

by Michela Cameletti

2020-12-24

Appunti per il corso di Statistica applicata per la finanza @ Unibg […] State leggendo gli appunti dei laboratori di R del corso di Statistica Applicata per la Finanza (SAPF) tenuto all’Università di Bergamo (anno accademico 2020/21). R è un linguaggio di programmazione sviluppato specificatamente per l’analisi statistica e la rappresentazione grafica dei dati. I laboratori di R sono strutturati per studenti che non hanno uno specifico background in tema di programmazione. Sarà un percorso step-by-step al termine del quale ogni studente/essa avrà la conoscenza base di R per l’analisi delle … Read more →

780

Mastering Software Development in R

by Roger D. Peng, Sean Kross, and Brooke Anderson

2020-12-20
Mastering Software Development in R

The book covers R software development for building data science tools. As the field of data science evolves, it has become clear that software development skills are essential for producing useful data science results and products. You will obtain rigorous training in the R language, including the skills for handling complex data, building R packages and developing custom data visualizations. You will learn modern software development practices to build tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers. Read more →

781

EDAV Final Project - Chess Analysis

by Hanlin Tong, Wendy Qian, Yishi Wang

2020-12-18

EDAV Final Project - Chess Analysis […] Inspired by recent Netflix series “The Queen’s Gambit”, which the starring actress Anya Taylor-Jay portrays Beth Harmon, a gifted girl orphan struggling with a drug addiction who grew in the 1960s male-dominated world of chess and became a grandmaster and an U.S. Champion, we were interested in what strategies chess players used in their games. History of chess can be traced back to 1500 years, while the predecessor of the game probably originated in India and spread to Persia. When the Arabs conquered Persia, chess was taken up by the Muslim world … Read more →

782

Introduction

by introrbook

2020-12-18

Introduction […] … Read more →

783

Exploring Digital Water Publics

by Helge Peters and Nathanael Sheehan

2020-12-18

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] The past year has seen increasing public debate about the environmental quality of water bodies in England. This debate has partly played out on the social media platform Twitter as environmental non-profits, local associations, celebrities, statutory bodies and other platform users form digital publics around a variety of issues related to the water environment. With a geographical focus on London and England, this project explores digital water publics by … Read more →

784

English writing for CET6

by wxhyihuan

2020-12-18

资料内容收集来源于网络,主要来自: https://cet6.koolearn.com https://www.zhihu.com/answer/1290328425 … Read more →

785

Species-Habitat Associations: Spatial data, predictive models, and ecological insights

by Jason Matthiopoulos, John Fieberg, Geert Aarts

2020-12-17

This book will describe methods for linking organisms to their habitat […] … Read more →

786

A Statistical Analysis of Inherited Blindness: Physiological and Genetic Assays

2020-12-17

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Rod photoreceptor death is a form of retinal degeneration that rewires the retina, which eventually leads to blindness. We use genetic and physiological methods to study how the retina encodes the visual world differently. Using spike train consistency and information theoretic metrics, we find that cone mediated visual performance is maintained during retinal degeneration. Next, we find genetic targets that may recover the neural networks in RP patients. … Read more →

787

Project in Data Analytics for Decision Making

by Cédric Vuignier and Gaëtan Lovey

2020-12-16

This project was completed as part of our course Project in Data Analytics for Decision making. […] This work was completed as part of our course “Project in Data Analytics for Decision Making.” We produced a detailed analysis of the german database. The ultimate goal was to predict whether the customer represents a risk for the bank or not by following the CRISP-DM method. Business Understanding: A company that lends money takes risks. This assessment has always been made by humans. However, it is important to provide reliable tools for decision-making. Indeed, the consequences of a large … Read more →

788

Analysis

by vincentsaudanba

2020-12-15

Analysis […] Does money buy everything? This is a question that we can ask ourselves and especially when we talk about the movie industry where money, success and appearance are often highlighted. Through this project, we want to see if there is a relationship between the budget allocated to a specific movie and the profits generated by it. We will also compare this relationship through several aspects such as movie genres, main characters & production studios. After our analysis, our models showed a significant positive relationship between budget & profits. This relationship differs when … Read more →

789

简介与传送门

by wxhyihuan

2020-12-12

日期: 2020-11-10 作者:wxhyihuan 这份笔记主要是我个人在学习孙振球,徐勇勇老师的<> 第4版的过程中,尽量使用编程语言R对书中的示例进行实现的记录, 并用Bookdown形成的。 虽然在学习,整理过程中尽量将笔记的形式,内容结构进行力所能及的梳理,这里要特别感谢在学习过程中,在网络上找到的一些参考资料带来的帮助,然后将一些 示例与原书进行对照,以避免一些学习错误,但个人能力和精力实在有限,也容易会有理解不当,表述错误的情况, 如果您在参考的过程中,发现了这样的错误,请您尽量可以告诉我,我会确认并努力修正,如果您对文档有疑问或建议,都可以 邮件 告知我。 建议您购买原版教材结合本笔记学习,您也可以在网络上找到电子书方便参考。 … Read more →

790

Explanatory Model Analysis

by Przemyslaw Biecek and Tomasz Burzykowski

2020-12-12
Explanatory Model Analysis

This book introduces unified language for exploration, explanation and examination of predictive machine learning models. […] … Read more →

791

Title of The Web Page

by Name and Surname

2020-12-10

Title of The Web Page […] Fill this area with … Read more →

792

ECO 397 Book Review

by Clayton Engelby

2020-12-09

ECO 397 Book Review […] Cathy O’Neill’s book “Weapons of Math Destruction” is an analysis of big data and its use of machine learning programs that aim to maximize market efficiency. In the process of doing so, she coins the initialism WMDs as logical flaws in the models that skew results in one way or another. Her argument focuses on the fact that more often than not, these failures result in the worsening of ongoing structural violence and only add fuel to the fire for recidivism rates, bankruptcies, mortgage defaults, college dropouts, and health-related deaths. While there is absolutely … Read more →

793

Introduction to Statistical Methodology, Second Edition

by Derek L. Sonderegger & Robert Buscaglia

2020-12-09

Introduction to Statistical Methodology, Second Edition […] The problem with most introductory statistics courses is that they don’t prepare the student for the use of advanced statistics. Rote hand calculation is easy to test, easy to grade, and easy for students to learn to do, but is useless for actually understanding how to apply statistics. Since students pursuing a Ph.D. will likely be using statistics for the rest of their professional careers, we feel that this sort of course should attempt to steer away from a “cookbook” undergraduate pedagogy, and give the student enough … Read more →

794

Statistical Methods II

by Derek L. Sonderegger

2020-12-08

The second semester of an Intro Stats course designed for graduate students in Biology, Forestry, Ecology, etc. […] These notes are intended to be used in the second semester of a two-semester sequence of Statistical Methodology. We assume that students have seen t-tests, Simple Regression, and ANOVA. The second semester emphasizes the uniform matrix notation (y = X\beta + \epsilon) and the interpretation of the coefficients. We cover model diagnostics, transformation, model selection, interactions of continuous and categorical predictors as well as introduce random effects in the … Read more →

795

Análisis de datos longitudinales

by Isaac Subirana

2020-12-08

Curso donde se describen modelos y técnicas estadísticas para el análisis de diseños con datos longitudinales o de medidas repetidas. […] Idioma: Castellano/Catalán. El material está en castellano. Duración: 16 horas distribuido en 8 clases de 2 horas Objetivos: conocer modelos y técnicas estadísticas para analizar los datos de diseños de medidas repetidas o datos longitudinales. Recomendado: tener conocimiento de programa R y de las tácnicas estadísticas estándares como los modelos lineales o de regresión logística. Programas usados: R, versión 3.6.0 o posterior, RStudio. Durante el curso … Read more →

796

Multivariate Statistical Analysis with R: PCA & Friends making a Hotdog

by Brian Nguyen

2020-12-07
Multivariate Statistical Analysis with R: PCA & Friends making a Hotdog

Multivariate Statistical Analysis with R: PCA & Friends making a Hotdog […] Multivariate Analysis has been developed and evolved through many iterations by many different disciplines. Virtually all scientific domains need to use statistical methods under the Multivariate umbrella to analyze data with more than 1 variable. Thus, Multivariate Analysis has gotten many names and has been customized by many “-metric” disciplines throughout the years. Overall, Multivariate Analysis explore the relationships between observations and/or variables in a multivariate dataset. The strategies commonly … Read more →

797

1014SCG Statistics - Lecture Notes

by James McBroom

2020-12-05

These are the complete set of lecture notes in online bookform for the course 1014SCG Statistics at Griffith University, 2020. […] ©Griffith University 2019. Subject to the provisions of the Copyright Act, no part of this publication may be reproduced in any form or by any means (whether mechanical, electronic, microcopying, photocopying, recording, or otherwise), stored in a retrieval system or transmitted without prior … Read more →

798

MedTech Foundation Spoke Guide

by MedTech Foundation

2020-12-05

A guide to run MedTech Foundation Spokes […] Welcome! This document is created to address the questions that you may have about running a spoke. Thus, it will only serve its purpose if we share what issues you may be facing and the document is set up in such a way that anyone can make an edit. Click on the fourth button from left to right to make an edit (you may need to register a GitHub account first). If you have any questions or want to suggest an edit without a GitHub account, please feel free to email programmedirector@medtechfoundation.org. … Read more →

799

Guía para usar Haver Analytics

by Victor Cuspinera

2020-12-04

Guía para usar Haver Analytics, enfocándose en las series relacionadas con el dinero en efectivo y herramientas que podrían ser útiles a la Oficina de Estadística de la Dirección General de Emisión del Banco de México. […] Haver Analytics es una empresa que se encarga de coleccionar información económica, financiera y monetaria, a nivel global de distintas fuentes oficiales. El Banco de México tiene contratado una subscripción a algunas de las bases de datos de esta empresa, por lo que cualquier trabajador del banco puede solicitar el acceso a esta información sin incurrir en costo … Read more →

800

Advanced Environmental Data Management

by Donnie Day

2020-12-02

Advanced Environmental Data Management […] This book template is what I learned from Advanced Data Management. Sean Kross has a much better template on GitHub. A few things you may want to do before building the book: Once you have everything in one place, do the following: We have now completed a book using a basic template. For more options, consult the book by Yihui … Read more →

801

Introduction to Data Science

by Ron Sarafian

2020-12-02

Class notes for the BGU course - Introduction to Data Science. […] This book accompanies the course I give at Ben-Gurion University, named “Introduction to Data Science”. This is an introductory-level, hands-on focused course, designed for students with basic background in statistics and econometrics, and without programming experience. It introduces students to different tools needed for building a data science pipeline, including data processing, analysis, visualization and modeling. The course is taught in R environment. Many of the contents in this book are taken from BGU’s “R” course, … Read more →

802

Data Visualization with R

by Rob Kabacoff

2020-12-01
Data Visualization with R

A guide to creating modern data visualizations with R. Starting with data preparation, topics include how to create effective univariate, bivariate, and multivariate graphs. In addition specialized graphs including geographic maps, the display of change over time, flow diagrams, interactive graphs, and graphs that help with the interpret statistical models are included. Focus is on the 45 most popular graph types. The guide also includes detailed instructions on how to customizing graphs, and ends with a chapter on graphing best practices. Although strongly based on the ggplot2 package, other approaches are included as well. Read more →

803

R Software Handbook

by Evaluation, Statistics, and Methodology - University of Tennessee, Knoxville

2020-11-30

This is a handbook to help UTK Evaluation, Statistics, and Methodology students learn important R skills. […] Welcome to the R Handbook for ESM Students. This handbook is a hands-on guide to help you learn R. It will take you from installation and set up, to data cleaning, analysis, visualization, and reporting. This guide uses real data to help you practice with R. Specifically, it uses survey data from the RStudio Learning R Survey. It also includes data from built-in R data sets and simulated data. R is a free, open-source programming language for statistics and data visualization. It is … Read more →

804

Estatística Descritiva

by Rosineide da Paz

2020-11-29

O objetivo da Estatística Descritiva é resumir as informações de interesse que estão contidas no conjunto de dados, fazendo uso de tabelas, gráficos e resumos numéricos. Esse tipo de exploração pode dar uma ideia do comportamento da variável estudada por meio de sua distribuição de frequência no conjunto de dados. Para se ter uma ideia dessa distribuição, podemos construir uma tabela de frequência para um conjunto de observações da variável de interesse. Embora o conjunto de dados não seja muito grande (n=209), não fica tão óbvio dizer se os estudantes gostam muito ou não da área de exatas … Read more →

805

1 Introdução

2020-11-29

A estatística consiste numa metodologia científica para obtenção, organização, redução, apresentação, análise e interpretação de dados oriundos das mais variadas áreas das ciências experimentais, cujo objetivo principal é auxiliar a tomada de decisão em situações de incerteza, veja por exemplo Morettin (2017) e Barbetta, Reis, and Bornia (2004). Informalmente, podemos definir a ciência estatística como um conjunto de técnicas utilizadas para estudar a condição de uma população usando informações obtidas a partir de dados observados. Dados são resultados de observações de algum fenômeno, … Read more →

806

Teoria das Probabilidades

by Rosineide da Paz

2020-11-28

Teoria das Probabilidades […] O início do desenvolvimento da teoria matemática das probabilidades se deu na França pelos matemáticos Blaid Pascal (1623 - 1662) e Pierre de Fermat (1601 – 1665). No entanto, as probabilidades de várias combinações de dados já haviam sido calculadas bem antes disso por Girolamo Cardano (1501-1576) e Galileo Galilei (1564-1642), see for example DeGroot and Schervish (2012) para uma revisão histórica da teoria das probabilidades. Frequentemente ouvem-se ou usam-se expressões como: “é provável que vai chover hoje”; “existe uma grande chance do voo atrasar”; “é … Read more →

807

Portfolio Construction

by Jian SHEN

2020-11-24

Portfolio construction with R […] outline: portfolio: basic portfolio concepts portfolio construction: back-testing machine learning: data clean, transform, viz, exploratory ts modeling model model evaluation math: convex optimization The R session information when compiling this book is shown below: Some basic knowledge about finance, time series analysis, optimization (linear and convex), programming (python1 or R) would be preferred. Later I will add corresponding python … Read more →

808

Calculus-Integration

by University of Washington Center for Quantitative Science, Updated by the TrEnCh Project

2020-11-23

These materials were designed to be used by life science students to learn how to apply physics to investigate the function of ecosystems. […] Species and ecosystems continue to respond to climate change in unexpected ways– for example, shifting their distributions and abundances in directions opposite that expected. Such surprises highlight the need to translate our physical metrics of climates and climate change into how organisms are experiencing their environments. Differences in shape, coloration, and composition can lead two organisms to experience their shared environments very … Read more →

809

R Practices for Learning Statistics

by Logan Kelly, Ph.D.

2020-11-20

This is a set of demonstrations of basic statistical operations in R. It is intended to used in statistics classes taught at the University of Wisconsin-River Falls. … Read more →

810

Computational Methods in der politischen Kommunikationsforschung

by Julian Unkel

2020-11-19

Computational Methods in der politischen Kommunikationsforschung […] Zuletzt aktualisiert: 2020-11-19 11:45:03. Dies ist ein Work-in-Progress und wird laufend aktualisiert. Aufgrund der aktuellen Situation wird dieses Seminar in einen Online-Kurs überführt. Alle Seminarinhalte werden in Textform aufbereitet und nach und nach diesem Online-Kurs hinzugefügt. Auf Basis des Kurses sollen die Seminarinhalte selbstständig und mit weitestgehend eigenem Lerntempo erarbeitet werden. In jedem Kapitel werden hierzu zunächst die wesentlichen Konzepte und Inhalte erläutert. Jedes Kapitel schließt mit … Read more →

811

A Minimal rTorch Book

by Alfonso R. Reyes

2020-11-19

This is a minimal tutorial about using the rTorch package to have fun while doing machine learning. This book was written with bookdown. […] Last update: Sun Oct 25 12:05:18 2020 -0500 (79503f6ee) You need couple of things to get rTorch working: Install Python Anaconda. Preferably, for 64-bits, and above Python 3.6+. I have successfully tested Anaconda under four different operating systems: Windows (Win10 and Windows Server 2008); macOS (Sierra, Mojave and Catalina); Linux (Debian, Fedora and Ubuntu); and lastly, Solaris 10. All these tests are required by CRAN. Install R, Rtools and … Read more →

812

Applied Spatio-temporal Statistics

by Trevor Hefley

2020-11-18

Course notes for Applied Spatio-temporal Statistics (STAT 764) at Kansas State University […] This document contains the course notes for Applied Spatio-temporal Statistics at Kansas State University (STAT 764). During the semester we will cover construction and analysis of spatial, time series, and spatio-temporal data sets. Topics include data generation using geographic information systems, exploratory data analysis and visualization, and descriptive and dynamic spatio-temporal statistical … Read more →

813

Week of November 9th

by Chiraag Gohel

2020-11-17

Week of November 9th … Read more →

814

Kursmaterial Introduktion till R - Certifierad Data Scientist

by Filip Wästberg & Torbjörn Sjöberg, Solita

2020-11-16

Här finns kursmaterial och övningar för första blocket R-övningar. […] För att ta del av det här materialet behöver du inte några särskilda förkunskaper. Övningarna och upplägget följer boken R for Data Science av Hadley Wickham och Garrett Grolemund som finns gratis. Den boken är ett utmärkt fördjupande komplement till det här … Read more →

815

Notes for Ecological Modelling

by Tiago A. Marques

2020-11-15

This is based on Yihui Xie’s a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] These notes were written in 2020, during the ecological modelling classes (Modelação Ecológica, ME in short). While it all started as just a way to teach the course, it soon became obvious that with a bit of extra effort put into it these notes might become material that would be useful to others beyond the ME students. This is being written as a bookdown project. Maybe one day it will become a book, for now, these are essentially notes I … Read more →

816

Guide to Creating Interactive Maps in R

by Emine Fidan

2020-11-13

Guide to Creating Interactive Maps in R […] Prior to working through the exercises and modules in this book, please watch the precursor videos that provide an introduction to GIS and geospatial data. The videos can be found here: First things first, you should install the R and RStudio softwares. To download R, visit the webpage https://cloud.r-project.org. You should see three download links at the top of the page, please click and install the appropriate R software for your machine (Linux, Mac OS, or Windows). Next, install RStudio Desktop from the webpage https://rstudio.com/download. … Read more →

817

Kursmaterial till Certifierad Data Scientist

by Filip Wästberg, Solita

2020-11-10

Det här dokumentet innehåller kursmaterial och övningar för det första blockets R-övningar. […] För att ta del av det här materialet behöver du inte några särskilda förkunskaper. Övningarna och upplägget följer boken R for Data Science av Hadley Wickham och Garrett Grolemund som finns gratis. Den boken är ett utmärkt fördjupande komplement till det här … Read more →

818

PSY317L Guidebook

by James P. Curley & Tyler M. Milewski

2020-11-09

PSY317L Guidebook […] This books is still in progress !!! This is a draft. Several sections are still incomplete or unedited. This book is written to help students enrolled in the University of Texas at Austin Introduction to Statistics for the Behavioral Sciences (PSY317L) course led by Professor James Curley. We hope that the book will be a useful resource to help you learn both R and statistics. If you have any suggestions for improvements, please get in touch with Professor Curley. This is in between a textbook and a study guide. We’re trying to build materials that will enable students … Read more →

819

SHUD水文模型

by Lele Shu (shulele@lzb.ac.cn)

2020-11-08

SHUD Book […] 这是一本有关SHUD模型的说明书,包含和模型的基本理论、构建、应用案例和程序设计。本书不仅仅向模型用户介绍SHUD模型本身,更想为水文和地球工作中展示以水为媒的自然过程。 “云气西行,云云然冬夏不辍;水泉东流,日夜不休;上不竭,下不满;小为大,重为轻;圜道也。” ——吕不韦 《吕氏春秋》, 公元前239年(?) “上善若水,水善利万物而不争” ——老子《道德家》,公元前四世纪 科学技术是人工的演化。理论物理学家的理论验证需要等待宇宙现象的发生。科学家穷其一生也无法验证某些理论——因为自然现象的发生概率非常低。所以,人工实验就可以大幅度提高这种现象的发生概率。 … Read more →

820

QA of Code

by Joshua Halls

2020-11-03

This is a draft of QA for Coding guidance […] ALPHA This is a draft of Government Statistical Service guidance. It is unpublished and does not represent the views of the ONS or the GSS. … Read more →

821

“Guia bàsica d’ús d’R amb Rstudio”

by “Jordi Compte, Rafael Muñoz-Mas, María Antón-Pardo & Stéphanie Gascón”

2020-11-02

Aquesta és una guia d’introducció a l’ús d’R i RStudio dins l’àmbit de l’assignatura d’Anàlisi Avançada de Dades de l’UdG. […] Aquest llibre és una petita guia per iniciar-vos en l’ús d’R per a l’anàlisi de dades en l’àmbit de la Biologia i Ciències ambientals. S’enmarca dins els coneixements requerits a l’assignaura d’Anàlisis Avançada de Dades de l’UdG. Aquest llibre ha estat elaborat amb R-Markdown mitjançant el package bookdown. Aquesta obra està sota llicència de Creative Commons Reconocimiento-No Comercial-Sin Obra Derivada 4.0 … Read more →

822

Designing and Building Data Science Solutions

by Jonathan Leslie, Neri Van Otten

2020-11-01

Data science, machine learning and artificial intelligence (AI) can have game-changing impacts for businesses, empowering them to increase operational efficiency, improve the quality of their services and understand their customers better. Yet for these benefits to be realised, data science initiatives must be designed and executed in a sensible way. Often these projects, while successful from a scientific standpoint, miss the mark in terms of business impact. Many business leaders are left feeling unsettled, balancing the need for innovation and the adoption of revolutionary technologies with an uncomfortable degree of uncertainty and risk of failure. For the data scientist the situation can be equally unnerving, with uncertainties about how to deliver a successful project when the path is not clear. Yet, these uncertainties and risks – for the business leader and the data scientist alike – can be controlled and managed if approached in a sensible manner. Your authors have designed and delivered hundreds of projects across a wide range of industries. We have made many mistakes, and in the process we have learned what works well and where the common pitfalls lie. We wrote this book to share our experiences in hopes that it will help the reader – whether a data science practitioner or a business leader – reduce these risks and design projects that have the greatest chance of success. Much of the content in this guide is derived from lessons we have given to our students. Here we have gathered, organised and expanded on those bits of advice to serve as a resource for anyone considering embarking on a data science journey. We share our approach to data science projects, addressing topics such as alignment to business imperatives, project design, project delivery and evaluation of success. Data science can be an exciting, invigorating field, and for the business leader, it can bring about revolutionary changes to an organisation that can come with huge returns on investment and value added. For the data scientist, designing and delivering successful projects is rewarding, stimulating and tremendously gratifying. We hope this guide gives you the confidence to understand the risks and approach your project in a sensible way. Read more →

823

An Introduction to Web Analytics

by Michael Hewlett

2020-10-31

The best basics of web analytics. […] If I asked you how you wanted to level-up in web analytics, it would be fair if you said “I can’t answer that - I don’t know enough about web analytics to know what I don’t know”. This textbook will take you from “I don’t know what I don’t know” to knowing the content areas of web analytics and broadly knowing what can be done with web analytics skills. In addition to shifting your knowledge base from unknown unknowns to known unknowns, by the end of this textbook, you will be able to take any question that can be addressed with web analytics and answer … Read more →

824

R 資料科學與統計

by 林建甫 Jeff Lin

2020-10-29

R 資料科學與統計 […] R 可視為統計數學軟體, 也是一種程式語言, 而近年來的發展, R 更成為資料科學的熱門的工具之一. R 是一個免費的統計分析軟體 (open-source, GNU General Public License), R 由一群跨國際的志工人員組成的 {R} 核心發展組織 (R core-development team) 所維持, 運作與持續更新發展. 目前對初學者的 R 入門學習有二大主要論點, 一為學習使用 R Base 原始語言與原始套件, 二為直接學習外部套件, 如 ggplot2, tidyverse 系統. 無論哪一種方式各有其優缺點. 個人認為對未來必須經常性使用 R 進行資料分析工作的初學者, 則建議先學習使用 R Base 原始語言. 對於未來僅在少數時間必須使用 R 進行資料分析工作, 或是僅在統計學上課使用, 則建議學習 … Read more →

825

Review and Homework for Programming for Educational Research

by Chaeeun Song

2020-10-28

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] 이것은 2020학년도 2학기 교육용 프로그래밍의 이해 수업을 들으며 작성한 필기 노트와 과제 모음입니다. R markdown is a file format that can be converted into many different documents such as HTML, PDF, Microsoft Word, and other dynamic documents. That is, it’s a nice example of one source multi … Read more →

826

EMMERG Spatial

by Gabriel Carrasco

2020-10-28

Working notes […] Quantify the effects of contextual variables by coupling spatial and temporal structures in a Bayesian model framework. The model will then used to produce out-of-sample predicted probabilities of exceeding county-specific outbreak thresholds to develop early warning information to predict the risk of emerging drug … Read more →

827

R for Statistical Learning

by David Dalpiaz

2020-10-28

Welcome to R for Statistical Learning! While this is the current title, a more appropriate title would be “Machine Learning from the Perspective of a Statistician using R” but that doesn’t seem as catchy. This book currently serves as a supplement to An Introduction to Statistical Learning for STAT 432 - Basics of Statistical Learning at the University of Illinois at Urbana-Champaign. The initial focus of this text was to expand on ISL’s introduction to using R for statistical learning, mostly through adding to and modifying existing code. This text is currently becoming much more … Read more →

828

Companion to BER 642: Advanced Regression Methods

by Cheng Hua, Dr. Youn-Jeng Choi, Qingzhou Shi

2020-10-27

This is a companion book for students taking the BER 642: Advanced Regression Method at the University of Alabama, Fall 2020 […] This book is still in progress !!! This is a draft. Several sections are still incomplete or unedited. This book is written to help students enrolled in the University of Alabama, Advanced Regression Method (BER 642) course led by Professor Dr.Youn-Jeng (Joy) Choi. We hope that the book will be a useful resource to help you learn both R and statistics. If you have any questions concerning your homework in R, please contact your TA: Qingzhou, at: … Read more →

829

Ryten lab induction book

by David Zhang, Regina Reynolds

2020-10-27

Induction bookdown for all things Ryten lab […] We hope you enjoy your time in the Ryten lab! Some description about the book… TO BE ADDED For example, this book was made possible thanks to the R package bookdown (Xie 2020). The below code automatically generates the packages.bib, a bibtex format for all the packages listed. If you contribute to this book and include a particular R package in your guide (as with bookdown above), consider adding it to the code chunk and citing it via including [@R-package_name] in the text. Xie, Yihui. 2020. Bookdown: Authoring Books and Technical Documents … Read more →

830

PsyBSC 2 Statistik

by TS

2020-10-25

Tutoriumsschriften für das Modul PsyBsC 2 Einführung in die Statistik. […] Achtung: Falls ihr die Buchkapitel als PDF haben möchtet, klickt bitte hier. Der Vorteil der Online Bookdown Ressource ist, dass ich diese ständig aktualisieren kann, was bei den PDF-Dateien schwer zu realisieren ist, wobei ihr für die Einsicht in die PDF-Dateien keine stabile Internetverbindung benötigt. Es kann jedoch sein, dass die Online Ressource auf einem neueren Stand ist, als die PDF-Dateien. In diesem kleinen Büchlein werden die Themeninhalte des Moduls PsyBSc 2 anhand von Beispielen näher erläutert bzw. … Read more →

831

Basic R Guide for NSC Statistics

by Deanna Li

2020-10-23

This is an R guide for statistics course at NSC. […] This guide’s primary focus is on Basic R. When graphics are involved, command functions in both Basic R and a package called ggplot2 will be shown. Graph enhancements will be kept to a minimum. Although there are R packages that may do the same or better job than Basic R, this tutorial will not delve into those packages. Exploring other packages will be left for the student to look into, if the student so wishes. Datasets will be taken mostly from those built into R. Since this is mainly a tutorial on the R commands necessary to do … Read more →

832

CI 5371: Learning Analytics

by Bodong Chen

2020-10-20

This is a course manual of Bodong Chen’s learning analytics course. […] This is the course website of CI 5371 - Learning Analytics: Theory and Practice offered in Fall ’20 at the University of Minnesota. This course is fully online. All content published on this website is open to the public. Instructor: Bodong Chen, Associate Professor in Learning Technologies and Huebner Endowed Chair in Education & … Read more →

833

GSBS Core Course Biostats Modules in R

by Yunlong Yang

2020-10-19

Using R bookdown to present all the assignments in the class. Assignments will be divided into chapters. […] This bookdown document combines many R Markdown files, and is intended to showcase the utility of R Markdown in reporting data. Each chapter in this document contains a brief sample report of each week’s assignment using data provided in-class, as well as an extention of a topic covered that week. Chapter … Read more →

834

A Minimal Book Example

by William Guardado

2020-10-16

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] The objective of the present study was to assess traits present in women whom have either depression or an eating disorder, along with a control sample, in a sample of women from different demographic and educational backgrounds. Several measures were taken from 516 Women aged 18 or above. Questionnaires for screening eating disorders and Depression, Anxiety and Stress Scale, perfectionism and self esteem scores were performed on participants. The underlying … Read more →

835

SakaiDocs

by CAHP Team

2020-10-12

This book contains the results of the document analysis that I did over the summer. I reviewed all available documents on the PCLN and SOM-Y1 courses’ Sakai pages. […] Please read this section before you click through the information in this document. Things I talk about here will help contextualize what you read and explain some of the features of this document. I first highlight some important information about the document analysis. I then provide a table of the courses whose docs were included in this document analysis. The information in this document is the result of a “document … Read more →

836

Statistical rethinking with brms, ggplot2, and the tidyverse

by A Solomon Kurz

2020-10-12

This project is an attempt to re-express the code in McElreath’s textbook. His models are re-fit in brms, plots are redone with ggplot2, and the general data wrangling code predominantly follows the tidyverse style. […] I love McElreath’s (2015) Statistical rethinking text. It’s the entry-level textbook for applied researchers I spent years looking for. McElreath’s freely-available lectures on the book are really great, too. However, I prefer using Bürkner’s brms package (Bürkner, 2017, 2018, 2020a) when doing Bayesian regression in R. It’s just spectacular. I also prefer plotting with … Read more →

837

Practical Data Science

by Michael Clark

2020-10-12
Practical Data Science

The focus of this document is on data science tools and techniques in R, including basic programming knowledge, visualization practices, modeling, and more, along with exercises to practice further. In addition, the demonstrations of most content in Python is available via Jupyter notebooks. […] Michael Clarkhttps://m-clark.github.io/ … Read more →

838

Worked Solutions to Project Euler in R

by See contributing.md

2020-10-09

Worked Solutions to Project Euler in R […] Project Euler is a series of challenging mathematical/computer programming problems that will require more than just mathematical insights to solve. Although mathematics will help you arrive at elegant and efficient methods, the use of a computer and programming skills will be required to solve most problems. The motivation for starting Project Euler, and its continuation, is to provide a platform for the inquiring mind to delve into unfamiliar areas and learn new concepts in a fun and recreational context. The intended audience include students … Read more →

839

Modul Pelatihan Riset Kuantitatif Ekonomi dan Manajemen INSW

by Tim Pengajar :, Dr. Bagus Sartono, M.Si dan Aep Hidayatuloh, S.Stat

2020-10-05

Modul Pelatihan Riset Kuantitatif Ekonomi dan Manajemen bagi INSW sebagai bagian dari kajian Dwelling Time. […] Selamat datang para peserta pelatihan Riset Kuantitatif Ekonomi dan Manajemen. Dokumen ini merupakan bahan ajar praktikum untuk materi Riset Kuantitatif Ekonomi dan Manajemen. Pelatihan ini akan membahas pengaplikasian metode-metode statistika dan machine learning menggunakan software R. 03 Oktober 2020 30 September 2020 22 September 2020 20 September 2020 bagusco@apps.ipb.ac.id↩︎ aephidayatuloh.mail@gmail.com↩︎ … Read more →

840

Abnormal Psychology, Fall 2020

by Brian Holt

2020-10-04

This is a minimal example of using the bookdown package for abnormal psychology […] This document is a schedule of readings for Abnormal Psychology, North Seattle College. Generally, the pattern of this document will provide you a weekly list of things to read and do. I would recommend not printing the entire book as it is a work in progress. It is probably safe to print weekly chapters/sections. Note on blue boxes These blue boxes can be skipped. They are much like a footnote, a comment. Something trivial but maybe … Read more →

841

Integration and harmonization of trait data from plant individuals across heterogeneous sources

by Tim P. Lenters, Andrew Henderson, Caroline M. Dracxler, Guilherme A. Elias, Suzanne Mogue, Thomas L.P. Couvreur & W. Daniel Kissling

2020-10-04

Integration and harmonization of trait data from plant individuals across heterogeneous sources […] This tutorial gives an indepth explanation of how to use and implement the different aspects of the workflow as described in Lenters et al., (submitted) It consists of different … Read more →

842

HW_01

by 설시내

2020-10-03

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] … Read more →

843

¿Que mas debemos conocer, muy aparte de tecnicas y analisis estadistico? Analytics, BI, automatizacion, etc.

by Daniel Sirlupu

2020-09-30

Blog construido con el paquete bookdwown que se presenta como gitbook con temas relevantes para un mundo cada vez mas digital […] Yihui Xie y el paquete bookdown hacen esto posible, una forma concreta de unir varios resumenes escritos en R Markdown en un consolidado llamado bookdown. Es un blog en formato de libro digital, donde tocare temas relevantes para un mundo cada vez mas digital, tendra actualizaciones en periodos de … Read more →

844

Computational Genomics with R

by Altuna Akalin

2020-09-30
Computational Genomics with R

A guide to computationa genomics using R. The book covers fundemental topics with practical examples for an interdisciplinery audience […] The aim of this book is to provide the fundamentals for data analysis for genomics. We developed this book based on the computational genomics courses we are giving every year. We have had invariably an interdisciplinary audience with backgrounds from physics, biology, medicine, math, computer science or other quantitative fields. We want this book to be a starting point for computational genomics students and a guide for further data analysis in more … Read more →

845

R Homework 1

by 192EEG04 Jung Eun Ju

2020-09-29

R Homework 1 … Read more →

846

R Programming - 1st Homework (202AIE42)

by Hong hyejin

2020-09-29

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] … Read more →

847

교육용 프로그래밍 Home Work 1

by 소프트웨어교육전공 192SEE01 김미경

2020-09-28

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Using the mpg dataset in the ggplot2 package, replicate the plot below using the following settings: Answer … Read more →

848

교육용 프로그래밍의 이해

by Boyoung Kim(202AIE06)

2020-09-26

This is first homework for knowledge of programming for education. The output format for this document is bookdown::gitbook. […] Using the mpg dataset in the ggplot2 packages. replicate the plot below using the following settings … Read more →

849

Aprendizaje automático de datos Colombianos (Machine Learning)

by Danna Cruz

2020-09-25

Este libro es una introducción aprendizaje automatico y aplicado a datos Colombianos […] Este libro fue construido para ayudar a entender algunas herramientas en R de Aprendizaje automático y aportar contenido en español. Además, queríamos aprovechar que actualmente, tenemos muchas bases de datos disponibles y de todo tipo. Quisiera fomentar el análisis de datos para todos los que quieran, es una práctica libre y cualquiera, con conocimientos básicos de R y Estadística, puede hacerlo. Fue escrito por Danna Cruz y Luis Alejandro Másmela y siempre acompañados por Cantelli. … Read more →

850

Inferential Statistics and Complex Surveys

by Cristóbal Moya

2020-09-24

ZU course, Fall Semester 2020 […] Welcome to Inferential Statistics and Complex Surveys.This is a course about making inferences with surveys. What does it mean to make an inference? The simplest way to put it is saying that we will use things we know (data) to learn about things we do not know (parameters). This course aims: The objective of these materials is not to replace the readings, but to provide a more concise and, especially, applied summary of the course contents. Part I is about getting the tools ready for the course (R and RStudio) and learning their basics. Part II presents a … Read more →

851

Legislação e normas da educação escolar indígena

by Rafael Xukuru Kariri

2020-09-23

Compilado de legislação e normas federais relacionados à educação escolar indígena […] Este é um pequeno compilado de legislações e normas federais relacionadas à EDUCAÇÃO ESCOLAR INDÍGENA. Nosso objetivo é apresentar um instrumento de consulta, simples e acessível, para todas as pessoas que trabalham na área ou para as que querem conhecer os principais balizadores da organização e do funcionamento da educação escolar indígena no âmbito federal. Dada as constantes alterações dos atos legais e normativos da área educacional, atualizaremos frequentemente esta publicação a fim de que reflita … Read more →

852

Covid Analysis

by nutjung_nutlc

2020-09-19

Base line Covid Analysis … Read more →

853

Applet Codebook: CA Partners Daily MindLogger Diary v0.1

by Mike X.

2020-09-16

This is a codebook that documents all of the items in the current version of the CA Partners applet. […] …add info about the applet … Read more →

854

R-Notebook

by gubiithefish

2020-09-14

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This is a book written in Markdown[1] Supported by Pandoc’s markdown[2] Pandoc’s Markdown supports all sorts of things, but most importantly: math equations in LaTeX[a^2 + b^2 = c^2] [X = \begin{bmatrix}1 & x_{1}\ 1 & x_{2}\ 1 & x_{3} \end{bmatrix} ] The bookdown package can be installed from CRAN or Github: [1] Xie, Yihui. 2020. Bookdown: Authoring Books and Technical Documents with R Markdown. https://github.com/rstudio/bookdown [2] … Read more →

855

Matematika Bisnis

by Bakti Siregar, S.Si., M.Sc

2020-09-14

Buku ini dipersiapkan untuk menunjang perkuliahan Matematika Bisnis […] Program Studi Statistika Fakultas Science, Technology, Engineering, and Mathematics (STEM) Tangerang, Banten Info: siregarbakti@gmail.com Buku ini dituliskan untuk mempermudah proses pembelajaran Matematika Bisnis di Universitas Matana. Materi dikemas secara khusus dalam bentuk e-book yang mudah dipahami dan dapat dibaca melalui PC maupun Tablet anda dimanapun-kapanpun dengan akses internet. Adapun Materi yang akan dibahas dalam buku ini adalah sebagai berikut: Bakti Siregar adalah lulusan Universitas Sumatera Utara … Read more →

856

소방 빅데이터 업무편람

by 소방빅데이터담당

2020-09-13

소방 빅데이터 업무편람 […] 소방 빅데이터 담당은 소방서비스 혁신 빅데이터 TF를 시작으로, 2020. 7. 1.자 조직개편을 통해 신설된 조직입니다. 우리는 최신 빅데이터 기술과 IT 인프라를 활용하여 소방행정의 혁신을 위해 협업, 효율, 전문성을 추구합니다. 이 편람은 빅데이터 업무가 복잡, 다양하고 고도의 전문성이 요구되기 때문에 빅데이터 업무의 축적된 노하우를 체계적으로 기록하여 인력변동에 의한 업무 공백을 최소화하기 위해 발간하게 되었습니다. 주요 내용은 빅데이터 업무환경 구축, 빅데이터 분석 툴인 R, Qlik, Tableau, Q-GIS, Kepler 등 사용법을 담고 있습니다. 특히 데이터를 수집·정제하고, 분석리포트, … Read more →

857

Text as Data para Ciências Sociais

by Davi Moreira

2020-09-11

Compilação de métodos e técnicas para análise automatizada de conteúdo […] A partir da produção de material para o curso Text as Data: análise automatizada de conteúdo que ministrei no MQ-UFMG em 2019 e no artigo que publiquei em coautoria com Maurício Izumi (Izumi and Moreira 2018), esse livro tem como propósito difundir nas ciências sociais e humanidades técnicas e métodos de análise automatizada de conteúdo usando a linguagem R. O principal objetivo do livro é ser tutorial prático de uso e aplicação de técnicas e métodos de análise automatizada de conteúdo na língua portuguesa através da … Read more →

858

La Inteligencia Detrás De La Investigación

by Jorge Andrade

2020-09-09
La Inteligencia Detrás De La Investigación

Este libro es el resultado de más de una década de publicar en el blog de Market Variance®, temas relacionadas a la investigación de mercados; principalmente de estadística y de marcas. Y de una selección de sus artículos, que a nuestro juicio son los más útiles, amenos y divertidos… […] … Read more →

859

Introductory Seminar in Korean Studies

by Wayne de Fremery

2020-09-09

This book contains the texts to be annotated fo the Introductory Seminar in Korean Studies at Sogang University, 2020. […] The texts on this website are formatted in HTML and they will adapt to your screen size. So, you can easily read them on a desktop computer, tablet, or mobile phone. Use the menu icon on the left to access the table of contents and the < icon on the right to open the annotation sidebar. In order to annotate the texts with Hypothesis, you need to sign up at this link: https://hypothes.is/signup Once you have signed up and confirmed your email, log in using the sidebar … Read more →