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.

# STA 444/5 - Introductory Data Science using R

2024-09-05

STA 444/5 - Introductory Data Science using R […] This book is intended for use during the STA 444/445 courses at Northern Arizona University. The book is broken into two sections based on the related course material. The STA 444 section covers basic introductory content for getting started with statistical programming in R. This course is intended for students of all backgrounds and pairs importantly with courses such as STA 570 (Statistical Methods I) and STA 471 (Regression Analysis). The first section covers details to allow students to work on basic statistical programming while … Read more →

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2024-09-05

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# Introduction to Statistics

2024-09-04

Introduction to Statistics. […] There are a lot of ways to approach an introductory statistics class. Historically, the topics found in this text have been taught in a way that emphasizes hand calculations and the use of tables full of numbers. My philosophy is a little different. This class is designed for students who will need to read statistical results and may need to produce basic statistics using a computer. If you go on to be a scientist and need more statistical know how, this course will give you enough background knowledge to take the inevitable next course in statistics. There … Read more →

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# Surrogates

2024-09-04

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 →

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2024-09-04

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 →

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# STAT 136: Introduction to Regression Analysis

2024-09-04

This is a book developed by Siegfred Codia for Stat 136 class in UP Diliman. […] Linear regression model; model selection; regression diagnostics; use of dummy variables; remedial measures. Prereq: Stat 131, Stat 135. 3h. 3 u. The course shall equip the learners with the foundation necessary to perform linear regression analysis. In this course, we specifically aim to: discuss linear regression modeling as a methodology built upon the theories of statistical inference and matrix algebra apply regression theory to real-life data, solve research questions, and distinguish between proper … Read more →

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# BIOS 526 Modern Regression Analysis

2024-09-04

Emily Peterson Welcome to Modern Regression! Course Number: 526 Section Number: 1 Credit Hours: 3 Semester: Fall 2024 Class Hours and Location: Monday & Wednesday 1:30-2:50pm atCNR 1051 Instructor Name: Emily Peterson (Emily) emily.nancy.peterson@emory.edu Teaching Assistants: Yutong Liu yutong.liu@emory.edu Office hours: Mon 3pm-5pm at GCR 369 or Zoom (https://zoom.us/j/5503938635) request remote session via email. Course Description: This course introduces students to modern regression techniques commonly used in analyzing public health data. Specific topics include: (1) methods for … Read more →

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# Metaphysics

2024-09-04

A simple introduction to metaphyscis […] This short book is a simple introduction to the subject of metaphysics — a branch of philosophy — and how it relates to … Read more →

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# Statystyka 2. Skrypt

2024-09-04

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 … Read more →

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# Applied Biostats 2024: UMN Applied Biostats 2024

2024-09-04

Tour and table of contents A bit about this course and the history of this book. Learning in this era. Goals of this book. How to use this book. An example mini chapter introducing Explanatory and response variables and Types of categorical and continuous variables. An introduction to the goals of statistics and challenges faced while pursuing these goals. Goals of biostatistics. Sampling from populations. Models and Hypothesis Testing. Inferring cause Getting you up and running in R, with the ultimate goal of being able to load and look at data. Coding for biostats. Why use R?. Observations … Read more →

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2024-09-04

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# Exploring Complex Survey Data Analysis Using R

2024-09-04

This is the online version of the book published by CRC Press in November 2024. You can purchase a copy of this book directly from Routledge or your preferred bookstore. Cover artwork designed and created by Allison Horst. To Will, Tom, and Drew, thanks for all the help with additional chores and plenty of Git consulting! To cite this book, we recommend the following citation: Zimmer, S. A., Powell, R. J., & Velásquez, I. C. (2024). Exploring Complex Survey Data Analysis Using R: A Tidy Introduction with {srvyr} and {survey}. Chapman & Hall: CRC … Read more →

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# HTTP testing in R

2024-09-04

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 →

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# Designing Chick-fil-A Drive-through

2024-09-03

Designing Chick-fil-A Drive-through […] We consider the design of the drive-through lanes of a fast food restaurant, Chick-fil-A, a well-known restaurant chain specializing in chicken sandwiches and related products. We focus on the drive-through congestion for the following reasons. Some stores, for example, Chick-fil-A in Santa Barbara, had to rebuild the whole facility after receiving numerous complaints from residents and businesses. However, redesigning the drive-through is a nontrivial operational decision that must be carefully made. This study is based on the renovation of a local … Read more →

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# A Guide to the Zeiss LSM 980 with Airyscan 2

2024-09-03

LSM 980 Guide. […] This is a comprehensive instructional guide for using the Zeiss LSM 980 with Airyscan 2 managed by the Tumor Cartography Core of the Krantz Family Center for Cancer Research at MGH. This guide is meant to serve two purpose. First, it should help any user perform imaging on this microscope without needing to have a technician present. Second, it should serve as a repository for explanations of high-level imaging concepts that relate to this microscope. Learning about and understanding these concepts will aid in users getting as much out of this scope as possible. This guide is a … Read more →

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# STAT 225 – Introduction to Statistics – Fall 2024

2024-09-03

This document contains the notes for KSU STAT 225 […] Bookdown is a documentation platform written in Pandoc Markdown syntax through R. You don’t need to have R or RStudio downloaded in order to access this or any bookdown document, however you do need to be connected to the internet. The document will be updated weekly with the most recent class topics, and the previous topics will remain for your personal reference. Since this is a publicly available link you could share this with others in the course. If you feel it’s necessary to do that, I encourage it. The link to this bookdown will … Read more →

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# Concentrated Liquidity Provision

2024-09-03

How to earn triple-digit APRs over a long run. […] For education purpose. Not financial advice. This book describes high-yield liquidity provision (LP) strategies for concentrated liquidity pools in all market conditions. You will learn Broadly speaking, there are two designs of concentrated liquidity: continuous curves vs. discrete bins. The former group includes Uniswap V3, Orca, Ambient, and Ramses. The latter group includes Trader Joe V2, Meteora, and Maverick. This book focuses on Uniswap V3 (UniV3) because it’s the first concentrated liquidity decentralized exchange (DEX) and the … Read more →

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# Scientific Research and Methodology

2024-09-03

An introduction to quantitative research in science, engineering and health (including research design, hypothesis testing and confidence intervals in common situations) […] This book introduces quantitative research in the scientific and health disciplines, with an emphasis on introductory statistics. Unlike many introductory statistics textbooks, this textbook gives context to the statistics by first covering the basics of the research design process; it connects the research question with the means to answer that question. I believe this is crucial to understanding the need and purpose of using … Read more →

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# ABC en R

2024-09-03

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 →

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# Introduction to Pure Mathematics

2024-09-02

Introduction to Pure Mathematics […] A mathematical theory is not to be considered complete until you have made it so clear that you can explain it to the first man whom you meet on the street. – David Hilbert – Proofs are at the heart of mathematics, distinguishing what we know is mathematically true (or untrue) from what we still don’t know. The first aim of this course is to see different types of proofs and mathematical reasoning, and learning how to make your own mathematical arguments. Reading proofs will develop our critical thinking, e.g., how does this sentence follow from the … Read more →

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# Advances in Necessary Condition Analysis

2024-09-02

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 →

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# Science Research Methods: Tutorials

2024-09-02

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 (UniSC). 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 →

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# Inequality in Austria

2024-09-01

Peter Baumgartner WATCH OUT: This is work in progress This is my personal learning material and is therefore neither a scientific peer reviewed article nor an authoritative textbook. With this book I want to apply my statistical knowledge using the R language to investigate social inequality for Austria, my country of birth and where I am living. I am writing this book as a text for others to read because that forces me to become explicit and explain all my learning outcomes more carefully. Please keep in mind that this text is not written by an expert but by a learner. I am using the … Read more →

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2024-09-01

Edsaúl Emilio Pérez Guerrero … Read more →

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2024-09-01

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# Handout for Cognitive Diagnosis Modeling

2024-09-01

This CDM handout is originally developed by Dr. Wenchao Ma, and later revised and adopted by Mehdi Rajeb […] This handout is developed for Cognitive Diagnosis Modeling class (BER … Read more →

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# A Guide on Data Analysis

2024-08-31

This is a guide on how to conduct data analysis in the field of data science, statistics, or machine learning. […] 1. APA (7th edition): Nguyen, M. (2020). A Guide on Data Analysis. Bookdown. https://bookdown.org/mike/data_analysis/ 2. MLA (8th edition): Nguyen, Mike. A Guide on Data Analysis. Bookdown, 2020. https://bookdown.org/mike/data_analysis/ 3. Chicago (17th edition): Nguyen, Mike. 2020. A Guide on Data Analysis. Bookdown. https://bookdown.org/mike/data_analysis/ 4. Harvard: Nguyen, M. (2020) A Guide on Data Analysis. Bookdown. Available at: https://bookdown.org/mike/data_analysis/ … Read more →

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# CMC5105 - 수학교육통계분석: 회귀모형과 경시적 자료분석

2024-08-31

최영근 CMC5105 - 수학교육통계분석: 회귀모형과 경시적 자료분석 (Statistical Analysis for Mathematics Educaiton: Regression Models and Longitudinal Data Analysis) 2024-2학기 성균관대 교과교육학과(수학) 대학원 월 6:00p–8:40p / 호암관 … Read more →

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# Fantastic Genes and Where to Find Them

2024-08-30

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 →

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# Machine Learning for Biostatistics

2024-08-30

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 →

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# Research Project Student Handbook

2024-08-29

This guide is one of the many resources that students and supervisors can refer to during the planning, implementation and write up of the Level 6 Independent Investigational Project in the Staffordshire University School of Health, Education, Policing and Sciences, Sport and Science Department. […] This guide is one of the many resources that students and supervisors can refer to during the planning, implementation and write up of the Level 6 Independent Investigational project in the Staffordshire University School of Health, Education, Policing and Sciences, Sport and Science Department. … Read more →

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# Data Analysis with R

2024-08-29

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. Visit https://posit.co/download/rstudio-desktop/ and click the buttons to start the two required installations. Access Posit Cloud (formerly RStudio Cloud) online. Visit https://posit.cloud/ and click “Get Started,” then choose the free plan on the next page. You’ll be … Read more →

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# Разработка telegram ботов на языке R

2024-08-29

Этот веб учебник поможет вам освоить процесс разработки telegram ботов используя язык программирования R. […] Аудитория Telegram растёт с геометрической прогрессией. Популярность мессенджера объясняется его удобством, наличием каналов и чатов, а также возможностью создавать ботов. Боты могут использоваться для самых разных задач: от автоматизации общения с клиентами до управления личными делами и автоматизации рутинных задач. С их помощью можно выполнять практически любые операции: отправлять и запрашивать данные, запускать задачи на сервере, собирать информацию в базу данных, отправлять … Read more →

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2024-08-29

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# Distribution Theory

2024-08-29

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 code (R Core Team 2024) is included to demonstrate ideas, and to discuss simulation. The callouts 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 … Read more →

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# Introduction to Regression Methods for Public Health Using R

2024-08-28

An introduction to regression methods using R with examples from public health datasets and accessible to students without a background in mathematical statistics. […] This text will soon be in press, published by CRC Press. … Read more →

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# Cooking After Retirement. 2nd. Edition

2024-08-28

Cooking After Retirement. 2nd. Edition […] 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 … Read more →

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2024-08-28

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# STM1001: Maths and Notation Summary

2024-08-28

STM1001: Maths and Notation Summary […] Coming … Read more →

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# eDNAjoint: an R package for interpreting paired or semi-paired environmental DNA and traditional survey data in a Bayesian framework

2024-08-27

eDNAjoint: an R package for interpreting paired or semi-paired environmental DNA and traditional survey data in a Bayesian framework […] This vignette provides examples and use cases of functions in the eDNAjoint package, as well as more details about the model that can be fit with eDNAjoint. The primary purpose of the joint model is to use observations from both environmental DNA (eDNA) surveys and traditional surveys (i.e., seine sampling, trap sampling, etc.) to understand the relative sensitivities of the two survey types. The model uses both streams to data to jointly estimate … Read more →

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# Data Science 2

2024-08-27

Mark Trede In den Wirtschaftswissenschaften spielen Zufall und Unsicherheit eine wichtige Rolle. Zum einen, weil die ökonomische Theorie deskriptive und normative Aussagen darüber macht, wie ökonomische Akteure sich unter Unsicherheit verhalten und wie sie sich rational verhalten sollten. Zum anderen, weil ökonomische Modelle mit Hilfe von statistischen Verfahren an die Realität angepasst werden sollen oder ökonomische Theorien anhand von emprischen Beobachtungen überprüft werden sollen. In dem Modul Data Science 2 lernen Sie, wie man mit Zufall und Unsicherheit umgeht. Das Modul lässt sich … Read more →

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# Health Metrics and the Spread of Infectious Diseases

2024-08-27

Federica Gazzelloni Last updated: 2024-08-27 10:58:02 CEST ❗️The book is continuously being refined and expanded. This book will teach you about health metrics such as Disability Adjusted Life Years (DALYs), Years of Life Lost (YLLs), Years Lived with Disabilities (YLDs), and others. It explains how to calculate these metrics and discusses their components in detail. You will explore the machine learning framework and learn how to apply the influence of infectious disease dynamics on trends in these metrics . The book equips you with all the necessary tools for data collection, analysis, … Read more →

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# The Mystery of Electricity

2024-08-27

Tapping the planetary energy field to harness, save and distribute clean, patents-free energy for the benefit of humanity. […] This book is about tapping the planetary energy field, as prophesied by the Ageless Wisdom teachings and envisioned by Nicholas Tesla, to harness, store and freely distribute clean, patents-free electricity for the benefit of humanity. The analogy between the Sun in the solar system and the nucleus in an atom is an interesting one, but it has its limitations: Energy Source: In the solar system, the Sun is indeed the primary source of energy, providing light and heat … Read more →

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# Our Story

2024-08-27

This is our loving story. […] 2024.01.02是我们在一起的第一天，2024.05.02是我学会publish的第一天。从今天开始我要记录我们的幸福生活啦！ … Read more →

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# Spiritual Teachings in the History of Humanity

2024-08-26

Teachers of Humanity Throughout the Ages […] Progressive Revelation Since Atlantis It would be impractical to enumerate the relatively few truths that guided humanity’s development in ancient Atlantis; nonetheless, it should be noted that these truths form the foundational bedrock of all subsequent teachings. This compilation, adaptation and extension of the material found in Alice A. Bailey book “The Reappearance of the Christ” does not represent a comprehensive analysis or complete statement on the progressive revelation of ideas imparted by great and illumined minds to humanity. These … Read more →

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# The Jay and the Bee

2024-08-26

A JB book. In this short story the origin of JB’s logo is presented. [...] A (very) short story: In a town where life thrived in harmony, a blue jay and a bee form an unlikely connection. Initially drawn together by curiosity and admiration for each other’s unique abilities, they exchange stories and wisdom. Their tale, a symbol of unity in diversity, echoes through generations in their shared home. Original idea: JB Creative writing assistant: ... Read more →

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# Econometrics

2024-08-25

Econometrics […] I truly hope you will benefit from the course with respect to the variety of econometrics applications it covers. The course purpose is to introduce a formal framework for analyzing real-life problems with actual data, enabling students to improve their understanding of when econometric methods and models should be used and how to apply them in practice. The entire course is supported by numerous worked-out examples using RStudio (open-source software for data … Read more →

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# r4ds-ggplot2

2024-08-24

r4ds-ggplot2 […] This website us the ggplot visulization sections of Hadley Wickham’s book 2nd edition of “R for Data Science”. … Read more →

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# Everyday-R: Practical R for Data Science

2024-08-23

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. [...] Note: this book is a work in progress. All source code for this project are available on my GitHub, which is linked in 1.4. This book serves as a collection of R Markdown files helps users in learning the practical syntax and usage of R for data science. Mainly, code snippets and workflow aimed at tackling everyday tasks in data science will be covered, which includes data cleaning, data wrangling, iterations, machine ... Read more →

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# Producing and Using Data in Cognitive Science

2024-08-23

Producing and Using Data in Cognitive Science […] Welcome to the course ‘Producing and using data in Cognitive Science’. This course covers what would traditionally be included in a statistics course, plus some of a research methods course, plus some of a data science course. The basic idea is the following: to answer scientific questions in cognitive science, we have to: produce the right data, the data that have the best chance of answering our question; handle those data right, organizing them, manipulating them in ways that are transparent, storing them permanently and making them … Read more →

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# Personal Coaching

2024-08-22

Version 0.0.4 Bearbeitet am 2024-08-21 Dieses digitale Skript wurde für die Lehrveranstaltung Personal Coaching an der Universität Wien erstellt. Die Inhalte werden laufend vom Autor überarbeitet. Zusätzliches Arbeitsmaterial und Übungen zu jedem Kapitel finden Studierende auf Moodle und sind damit aktuell nicht öffentlich zugänglich. Alle Inhalte bauen auf aktueller Forschung und Lehrmeinung auf. Die Auswahl der Literatur und die dargestellte Coaching Philosophie ist jedoch auch Produkt der Erfahrungen und Meinungen des Autors als Personal Coach und Physiotherapeut. Die Lehrveranstaltung … Read more →

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# Manual de Usuario Encuesta FONDECYT Nº 1231651

2024-08-22

Manual de Usuario Encuesta FONDECYT Nº 1231651 […] El siguiente documento busca ser una guía para el uso de la base de datos levantada por el FONDECYT Nº 1231651. Este manual entrega información general del presente estudio los cuales ayudarán a la comprensión de los distintos temas relativos a la encuesta, e incluye: ● El diseño metodológico de la encuesta ● El cuestionario completo con los resultados agregados ● El diccionario de variables utilizadas en la … Read more →

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# lefko3: a gentle introduction

2024-08-21

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 →

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# Data Science

2024-08-21

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. For the python version of the textbook, visit https://python.datasciencebook.ca. This … Read more →

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# Geocomputation with R

2024-08-21

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 →

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# The Role of Forest in Mountain Risk Engineering

2024-08-19

This is a students textbook on the role of forest in mountain risk engineering […] Managed in a sustainable way, forest have the potential to fulfill many important functions like soil protection, protection against natural hazards, renewable source of raw materials and energy, job creation, climate protection, conservation of ecosystems and preservation of the alpine landscape (Dellagiacoma et al. 2016). Thus, forests and specifically protective forests influence cultural identity of many mountainous countries to a considerable extent. In German-speaking countries the particular … Read more →

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# ATE Survey Report 2021

2024-08-19

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. [...] The Scientific and Advanced-Technology Act (1992) called for establishing “a national advanced technician training program utilizing the resources of the nation’s two-year associate-degree- granting colleges” (Scientific and Advanced-Technology Act of 1992, Pub. L. No. 102-476, 106 Stat. 2297, 1992). In response, the National Science Foundation (NSF) created the Advanced Technological Education (ATE) program. The ATE ... Read more →

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# Reproducible Medical Research with R

2024-08-18

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 →

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# Product Data Science Interview: The Bar to Get Hired

2024-08-18

Product Data Science Interview: The Bar to Get Hired […] Product data scientists (PDS) primarily work on metrics, experiments, and strategy. Their impact is measured by how effectively they can influence company direction through data. Successful product data scientists need a solid foundation in statistics and A/B testing, strong intuition and product sense, and excellent communication skills. A typical interview loop (onsite) for a product data science role will cover the following topics: This free sample of the complete book provides an introduction to the types of questions you might … Read more →

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# Python

2024-08-16

Python is a programming language well-suited for data analytics and machine learning. We use Anaconda to install Python and JupyterLab to do the coding. The following guide will get you … Read more →

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# Data Science in Action

2024-08-15

Data Science in Action […] This textbook is currently in DRAFT form and will be updated frequently. The objective of this textbook is to provide an approachable introduction to the knowledge, skills, and abilities of modern data scientists. Data-driven problem solving need not be restricted to the realm of advanced mathematics or expert computer programming. Data science can and should be practiced by all. In this text, we unveil the methods and tools applied by data scientists to solve real-world problems in a variety of domains. However, the content is accessible for anyone with the … Read more →

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# Portfolio Optimization

2024-08-15

A comprehensive guide to a wide range of portfolio designs, bridging the gap between mathematical formulations and practical algorithms. A must-read for anyone interested in financial data modeling and portfolio design. It is suitable as a textbook for portfolio optimization and financial data modeling courses. […] … Read more →

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2024-08-14

Addenda to Introduction to Environmental Data Science, including case studies, extending methods into more experimental areas, and guides for building packages and RMarkdown documents (essentials based on experience and methods from various sources). […] The purpose of this bookdown book is to provide Addenda to Introduction to Environmental Data Science, at https://bookdown.org/igisc/EnvDataSci/ to include case studies, extended and experimental methods, and guides for building packages and RMarkdown documents. It’ll serve as a sandbox for exploring methods, some of which will make it into … Read more →

63

2024-08-14

64

# Data Science for Psychologists

2024-08-13

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 →

65

# Introduction to Data Science

2024-08-13

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 →

66

# Text Mining with R

2024-08-13

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 →

67

# Introduction to Environmental Data Science

2024-08-12

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 →

68

# ԱՆԱԼՈԳԱՅԻՆ ԻՆՏԵԳՐԱԼ ՍԽԵՄԱՆԵՐԻ ՆԱԽԱԳԾՈՒՄ։

2024-08-11

ԱՆԱԼՈԳԱՅԻՆ ԻՆՏԵԳՐԱԼ ՍԽԵՄԱՆԵՐԻ ՆԱԽԱԳԾՈՒՄ։ […] Մենք ինքներս այս ոլորտում սկսնակ ենք և սովորելու ընթացքում միտք առաջացավ ստեղծել այս գրվածքը որտեղ շատ համառոտ ներկայացված են անալոգային սխեմաների նախագծման հիմունքները։ Աշխատանքը գտնվում է մշակման փուլում։ Կոդերը և աշխատանքում կատարված «Spice» հետազոտության արձյունքները «csv» ձևաչափով տեղադրված են Github հղումում, որոնցից ընթերցողը կարող է օգտվել տարբեր նպատակներով։ Հիմնական գրականությունը որից օգտվել ենք Behzad Razavi֊ի Design of Analog CMOS Integrated Circuits է։ Ինչպես նաև հատուկ շնորհակալություն ենք հայտնում Synopsys Armenia ուսումնական … Read more →

69

# Data Analysis in Medicine and Health using R

2024-08-10

Data Analysis in Medicine and Health using R […] We wrote this book to help new R programming users with limited programming and statistical background. We understand the struggles they are going through to move from point-and-click statistical software such as SPSS or MS Excel to more code-centric software such as R and Python. From our experiences, frustration sets in early in learning this code-centric software. It often demotivates new users to the extent that they ditch them and return to using point-and-click statistical software. This book will minimize these struggles and gently … Read more →

70

# Doing Meta-Analysis in R

2024-08-09

This is a guide on how to conduct Meta-Analyses in R. […] Welcome to the online version of “Doing Meta-Analysis with R: A Hands-On Guide”. This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced, but highly relevant topics such as network meta-analysis, multi-/three-level meta-analyses, Bayesian … Read more →

71

# Machine Learning: Teoría y Práctica

2024-08-08

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. Material del autor en R: Series de Tiempo Econometría Espacial Métodos de evaluación de impacto Material del autor en … Read more →

72

# Econometría Espacial

2024-08-07

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 en R: Machine Learning: Teoría y Práctica Series de Tiempo Métodos de evaluación de impacto Otros contenidos elaborados por el autor en … Read more →

73

# Analisis Teks dengan R

2024-08-07

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. [...] Buku ini membahas tentang penggunaan R untuk analisis teks dalam berbagai konteks dan tujuan. Sebuah adegium klasik menyatakan “Kita tidak mungkin tidak berkomunikasi” yang menyatakan bahwa eksistensi manusia itu sendiri merupakan suatu bentuk komunikasi kepada sesamanya yang lain. Artinya kita sadar atau tidak selalu berpotensi menyampaikan pesan kepada orang lain dalam bentuk pesan verbal atau non-verbal. Di era ... Read more →

74

# Mastering Statistics with R

2024-08-07

Introduce the probability, statistics, and related subject. […] This is the website for the book “Mastering Statistics with R” published by SHAN-CHI WU. The entire book is written in R Markdown, using RStudio as my text editor and the bookdown package to turn a collection of markdown documents into a coherent whole. This work is licensed under the Attribution-NonCommercial-NoDerivatives 4.0 International License. I have written this book from very simple to extremely challenging. I think the easiest part would be understood by an elementary student. The most difficult part may require … Read more →

75

# Fundamental statistical concepts and techniques in the biological and environmental sciences: With jamovi

2024-08-06

This is an introductory statistics textbook for students in the biological and environmental sciences with examples using jamovi statistical software. […] This online book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). A print version published by CRC Press can be purchased from Routledge or Amazon. A free audiobook is forthcoming. Nearly all research in the biological and environmental sciences relies on data analysis of some kind. Statistical literacy is therefore important, not just for doing research, but also for … Read more →

76

2024-08-02

This book aims at sharing knowledge about Derivatives. It has been written within a pedagogical approach alongside the development of exotic options pricers. 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 Derivatives community by sharing knowledge and thoughts about different topics in this field. More specifically, it aims at providing students and graduates with semi-practical knowledge through the use of our derivatives pricers developed entirely for … Read more →

77

# Wenxi Fei - About Me

2024-08-02

My name is 费文晞 (FEI Wenxi), and is pronounced as (surname first): “FAY When-She” in English, just call me “When-She” [fei51 wən35 ɕi55] in Mandarin [wav] [fi231 vən223 ɕi44] in Suzhou Wu [wav] Contact: richabufei[at]gmail[dot]com or see contact Born in Suzhou, I am currently a PhD student at the Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University (PolyU). My supervisor is Dr. Yu-Yin Hsu. My research mainly focuses on perception and production of speech prosody, and I use interdisciplinary approaches, including acoustic analysis, psychological, and neuroimaging … Read more →

78

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

2024-08-02

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

79

# Mengfei NeuroBook

2024-07-31

Neuroimaging is fun -:) […] 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. Temporal dynamics of cerebral small vessel disease: A motor … Read more →

80

# Introduction to R

2024-07-31

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 →

81

# Z’s Time

2024-07-31

This book is an overview of how practitioners can acquire, wrangle, visualize, and model data with the R and Stan. […] 沧海桑田，追忆华年。 平凡普通，历经半生，使用过纸质作业本、百度空间、百度贴吧、QQ空间、校内网、微博、简书、豆瓣网、朋友圈来记录当时的事件和心情，点点滴滴，飘零四散，这些一去不复返的时光，是自己独一无二的珍贵记忆，现使用bookdown收集整理，在虚拟时空中留下烙印，以便个人追忆，不在未来迷失自己。 … Read more →

82

# Interpretable Machine Learning

2024-07-31

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. Take the Survey After exploring the concepts of interpretability, you will learn about simple, interpretable … Read more →

83

# Introductory predictive analytics and machine learning in education and healthcare

2024-07-29

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 →

84

# Time Series

2024-07-29

Personal note for Time Series … Read more →

85

# Auxiliary Material- Mathematics for Computer and Information Sciences

2024-07-27

Teachers manual for teaching Mathematics for CSE students to meet the objectives of 2024 curriculum […] Welcome to a transformative journey through the mathematical foundations essential for modern computer and information science. This auxiliary material is tailored for B.Tech. Computer Science students as part of the 2024 curriculum introduced by APJAKTU, which is at the forefront of revolutionizing engineering education in Kerala to meet international standards. APJAKTU’s initiatives are designed to align its programs with global benchmarks, ensuring our graduates are well-equipped for … Read more →

86

# rdwd

2024-07-26

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 Brussels and … Read more →

87

2024-07-26

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. [...] Esse documento possui a finalidade de transmitir meus pensamentos sobre o que foi feito em R no relatório de velocidades e também serve como uma forma de treinamento para minhas habilidades em markdown Esse documento está dividido em 5 partes, sendo elas: Algumas bases de dados serão importadas pelo GitHub do ONSV, entretando a base de dados que representa a quantidade de radares com suas características e da extensão ... Read more →

88

# Cognitive Foundations

2024-07-26

Cognitive Foundations is a free, open, collaboratively-authored textbook. It is an introduction to cognitive psychology written at the foundational level. This collaborative OER book project represents the work of dozens of authors and collaborators. The first edition brought multiple open texts together, edited into a single book with a consistent voice and formatting. For the second edition, a team of content experts reviewed and updated the materials. Read more →

89

# Regression and Analysis of Variance

2024-07-25

Course notes for Regression and Analysis of Variance (STAT 705) at Kansas State University for Summer 2024 […] 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 →

90

# Responsible applied statistics in R for behavioral and health data

2024-07-25

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 or behavioral data in R. […] Welcome to HE-902 at MGH Institute of Health Professions! Please watch the following welcome video: This video can be viewed externally at https://youtu.be/o_DVZ8GplGY. Please additionally read the following items: 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 … Read more →

91

# Uvod-u-R-i-R-Studio.knit

2024-07-25

Zagrebačka 30, Pula Petračićeva 4, 10000 Zagreb … Read more →

92

# R Development Guide

2024-07-25

This guide is a comprehensive resource for contributing to base R for both new and experienced contributors. … Read more →

93

# bookdown: Authoring Books and Technical Documents with R Markdown

2024-07-24

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 →

94

# Statistical Inference via Data Science

2024-07-23

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 discount code ADC24. This work by Chester Ismay and Albert Y. Kim is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →

95

# Using MetaHD: A multivariate meta-analysis model for metabolomics data

2024-07-22

MetaHD is an R package that performs multivariate meta-analysis for high-dimensional metabolomics data for integrating and collectively analysing individual-level metabolomics data generated from multiple studies as well as for combining summary estimates. This approach accounts for correlation between metabolites, considers variability within and between studies, handles missing values and uses shrinkage estimation to allow for high dimensionality. Read more →

96

# Bayesian Modeling for Agricultural Data

2024-07-21

Workshop notes on Bayesian Modeling for Agricultural Data […] This document contains the notes for the workshop on Bayesian Modeling for Agricultural Data offered at Kansas State University for the 16th International Conference on Precision Agriculture held on July 21, … Read more →

97

# Methods for Assessing Status and Trends in Pacific Salmon Conservation Units and their Freshwater Habitats

2024-07-19

This report is a living document. It will be updated as we add new Regions to the Pacific Salmon Explorer, as updated data become available, as our data sources, methods, and approaches evolve, and as we receive feedback on this report. We will update the version number with each new version of the report. Version 11 was the last version published as a static PDF (available here). To access older versions of the report, please contact info@salmonwatersheds.ca. Thank you to everyone who has supported and been a part of this collaborative effort to gather, synthesize, and improve access to data … Read more →

98

# Introdução ao R

2024-07-19

Bem-vindos ao Curso de Introdução ao R do MQ da FAFICH-UFMG! O curso possui como objetivo apresentar os elementos básicos dos softwares R e RStudio. Durante as aulas, vocês serão introduzidos à linguagem R, aprenderão a realizar operações básicas, criar objetos, importar e exportar dados, manipular dados e criar visualizações impactantes. O curso será ministrado em 5 aulas de 3 horas cada, onde apresentaremos conceitos fundamentais, exemplos práticos e exercícios de fixação para garantir o aprendizado efetivo. Nosso foco será no aprendizado dos princípios básicos do R, com ênfase na … Read more →

99

# Ordinary Differential Equation Modelling with ‘ecode’

2024-07-19

ecode, a novel package for modelling ecological populations and communities using ordinary differential equation systems, designed with a user-friendly framework. By following a three-cycle procedure, users can easily construct ecological models and explore their behaviors through a wide range of graphical, analytical, and numerical techniques. The package incorporates advanced techniques such as grid search methods and simulated annealing algorithms, enabling users to iteratively refine their models and achieve accurate predictions. Notably, ecode minimises external dependencies, ensuring … Read more →

100

# math

2024-07-19

math on bookdown started on 2024/01/28 Joey Yu Hsu, MD “If you are doing research, you may not get a bunch of money but .” by Joey Yu Hsu, … Read more →

101

2024-07-18

Os capítulos a seguir apresentam os resultados das pesquisas realizadas pelos alunos e pelas alunas da disciplina durante o primeiro semestre de 2024. […] Durante o semestre letivo, após a apresentação dos conteúdos relacionados com a Ciência de Dados, a turma foi desafiada a realizar a análise de uma questão de pesquisa à escolha e elaborar um relatório em R Markdown. Cada grupo procedeu a definição da questão de pesquisa, a escolha e seleção dos dados necessários e, com a ajuda do professor, a elaboração dos scripts de análise. À vista dos resultados elaboraram um relatório, contando com … Read more →

102

# Statistical Tools for Causal Inference

2024-07-18

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 →

103

# Análisis Exploratorio de Datos y Visualización

2024-07-17

En este libro se estudia el análisis exploratorio de datos y su visualización en el contexto de un grado universitario en Ciencias de Datos […] Este libro cubre los contenidos de un curso introductorio sobre análisis exploratorio de datos y visualización en un grado universitario en Ciencias de Datos. El análisis exploratorio de datos es un campo muy amplio, y no es posible impartir, en un solo curso, todos sus aspectos en profundidad. Este curso, de carácter introductorio, tiene como objetivo brindar una base sólida en las herramientas más importantes en este campo, pero cualquiera de los … Read more →

104

# คู่มือการใช้งาน EXCEL เบื้องต้นสำหรับนักศึกษาเศรษฐศาสตร์

2024-07-17

อ.ดร. สมศักดิ์ จันทร์เอม เอกสารนี้ ถูกจัดทำเพื่อใช้สำหรับการจัด workshop ให้กับนักศึกษาระดับปริญญาตรี คณะเศรษฐศาสตร์ มหาวิทยาลัยเชียงใหม่ จำนวนสองกลุ่ม ในวันที่ 10 และ 17 กรกฎาคม 2567 เพื่อได้มีความเข้าใจในการใช้งาน EXCEL เบื้องต้น ภายใต้เงื่อนไขดังต่อไปนี้ คู่มือ EXCEL เล่มนี้ใช้ office365 โดยตรวจสอบการอัพเดพล่าสุดคือ กรกฎาคม 2567 คู่มือนี้สามารถใช้งานบน EXCEL ที่ติดตั้งในระบบปฏิบัติการณ์ WINDOWS 11 โดยจะนำเสนอการใช้งานที่จำเป็นสำหรับการเรียนในมหาวิทยาลัย การฝึกงาน และพื้นฐานสำหรับการต่อยอดในอนาคตด้วยตนเอง โดยจะเสนอในรูปแบบของปัญหาการใช้งาน EXCEL หรือปัญหาต่างๆ ที่พบเจอได้บ่อยในการทำงาน ถ้านักศึกษาหรือผู้ผ่านมาพบเอกสารนี้คำแนะนำ มีข้อติชม หรือคำแนะนำเพื่อปรับปรุงนี้ครั้งต่อๆไปจะเป็นประโยชน์ต่อนักศึกษาในรุ่นต่อๆ … Read more →

105

# Applied Data Visualization

2024-07-17

Paul C. Bauer … Read more →

106

# Machine Learning for Biostatistics

2024-07-11

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 →

107

# Regression Modelling for Biostatistics 1

2024-07-11

Schlub T, Heritier S, Teixeira-Pinto A The following chapters include notes, videos, R and Stata code, required readings, and exercises for the BCA unit RM1 (Regression Modelling for Biostatistics 1). These pages were generated with Quarto https://quarto.org/. On the left menu you have the topics that correspond roughly to the weekly modules. On the right side you should see the subtopics in the current topic. Make sure that you have access to Regression Methods in Biostatistics book by Vittinghoff et al. You should be able to obtain a digital copy of the book from the library of your … Read more →

108

# Machine Learning for Biostatistics

2024-07-11

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 →

109

# ECON 21020 Lecture Notes

2024-07-10

These are the lectures note for UChicago’s course ECON 21020 ‘Econometrics.’ […] This document contains the course notes for ECON 21020 ‘Econometrics’ at the University of Chicago, taught by Melissa Tartari. 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 … Read more →

110

2024-07-10

111

# Matematika Teknik Pertambangan

2024-07-09

Deskripsi Singkat Tentang Buku […] Dengan mengucap syukur kepada Tuhan Yang Maha Esa, saya sangat senang dapat mempersembahkan eBook “Matematika Tambang” kepada para pembaca yang budiman. Buku ini merupakan hasil dari proses panjang, penelitian mendalam, serta dedikasi yang tiada henti. Harapan saya, eBook ini dapat memberikan manfaat yang signifikan bagi para pembaca, baik itu akademisi, praktisi, maupun masyarakat umum yang memiliki minat pada bidang ini. Buku ini disusun dengan tujuan memberikan wawasan dan pengetahuan yang komprehensif mengenai konsep-konsep matematika yang relevan dan … Read more →

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2024-07-06

113

# 01-topics

2024-07-04

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. [...] Previously the genie allowed for repeated diagnoses… now the genie wants to think about chornic ... Read more →

114

# Introducción a R para el razonamiento cuantitativo con datos

2024-07-03

Introducción a R para el razonamiento cuantitativo con datos […] Este texto es el apunte de R usado en los cursos de 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 … Read more →

115

# Analysing Data using Linear Models

2024-07-02

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 →

116

# All of Us Resources - In Progress

2024-07-01

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. [...] This is a collection of resources to assist you in using All of Us data in your research project. This is a work in progress. Feel free to email me with suggestions or ... Read more →

117

# An Introduction to Interaction Effects in SEMs using modsem

2024-06-30

Kjell S Slupphaug This is a book written using quarto. It is meant as an introduction to estimating latent interactions using the modsem package. See the repo at GitHub, and the documentation. The modsem package allows you to use a wide variety of methods for estimating latent interactions. The modsem package is mainly a package for using different product indicator based approached, but it also allows you to use the latent moderated structural equations approach (LMS) and Quasi Maximum Likelihood (QML) approach. To install modsem: Note: The code examples shown here will always be run using … Read more →

118

# An Introduction to R for Research

2024-06-25

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 →

119

# Entscheidungsergonomie

2024-06-24

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 (ein englischer Begriff mit ähnlichem inhaltlichen Gehalt ist etwa 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 ... Read more →

120

# An R Companion to Applied Regression

2024-06-23

Peter Baumgartner I have finished until chapter 3. Currently I am working on section 4.2 “Multiple linear regression”. WATCH OUT: This is my personal learning material and is therefore neither an accurate replication nor an authoritative textbook. I am writing this book as a text for others to read because that forces me to become explicit and explain all my learning outcomes more carefully. Please keep in mind that this text is not written by an expert but by a learner. Text passages with content I am already familiar I have skipped. Section of the original text where I needed more in-depth … Read more →

121

2024-06-21

122

# Draft of Jamovi Manual Thai version

2024-06-18

สมศักดิ์ จันทร์เอม โปรแกรม Jamovi เป็นโปรแกรมวิเคราะห์ทางสถิตสำหรับข้อมูลที่ไม่ใช่อนุกรมเวลา ใช้งานง่าย และไม่เสียค่าใช้จ่าย และเหมาะสมอย่างยิ่งที่จะนำมาใช้ทดแทนโปรแกรมสถิติราคาแพง และเกินความจำเป็นสำหรับการเรียนการสอนสถิติระดับมัธยมจนถึงปริญญาตรี รวมถึงการวิจัยในระดับบัณฑิตศึกษา ในทัศนะของข้าพเจ้าไม่มีโปรแกรมสถิติฟรีใดที่จะใช้ง่ายไปกว่าโปรแกรม Jamovi อีกแล้ว การจัดทำหนังสือเล่มนี้ ผู้เขียนทำขึ้นเพื่อไว้ใช้สำหรับการอบรมการใช้โปรแกรมเสรีสำหรับการทำวิจัย (The open source for research) ที่ในอนาคตจะประกอบไปด้วยโปรแกรม Jamovi Gretl Orange Data Mining และการใช้งานโปรแกรมอาร์ (R) ระดับกลางและสูง โดยศูนย์ความเป็นเลิศเศรษฐมิติ (Center of Excellence in Econometrics-CEE) คณะเศรษฐศาสตร์ หรือวิทยาลัยนานาชาตินวัตกรรมดิจิทัล … Read more →

123

# Prediction and Feature Assessment

2024-06-17

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 2023). 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 →

124

# Succes reproducteur des femelles ours noir au Québec

2024-06-17

Maitrise […] Hypothèse 1 Hypothèse 2 Hypothèse 3 … Read more →

125

# Data Science 1

2024-06-17

Mark Trede Wirtschaftswissenschaften sind empirische Wissenschaften. Es geht immer um die reale Welt. Damit wir etwas über die reale Welt lernen können, brauchen wir Daten. Im Modul Data Science 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. Natürlich ist Data Science ohne den Einsatz von Computern nicht möglich. Sie werden in diesem Modul lernen, wie man mit Hilfe von Computersoftware die Daten … Read more →

126

2024-06-15

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. [...] Previously the genie allowed for repeated diagnoses… now the genie wants to think about chornic ... Read more →

127

# Text Mining for Social Sciences (Summer 2024)

2024-06-13

Felix Lennert 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 two techniques I regard as elementary for any aspiring (computational) social scientist: the collection of digital trace data via either scraping the web or acquiring data from application programming interfaces (APIs) and the analysis of text in an automated fashion (text mining). … Read more →

128

# Fundamentos de Ecologia Numérica

2024-06-13

…. The output format for this example is bookdown::gitbook. […] Este é um site experimental da disciplina de graduação de Ecologia Numérica do Curso de Ciências Biológicas da Universidade Estadual da Paraíba. O site experimental da disciplina de Ecologia Numérica da UEPB é uma plataforma criada com o objetivo de apresentar exemplos didáticos aos alunos, explorando diferentes conceitos e técnicas utilizadas na análise de dados em Ecologia. É importante destacar que os exemplos apresentados no site podem conter imprecisões ou códigos demasiado extensos (aparentemente desnecessários para um … Read more →

129

2024-06-11

This is an online resource developed to support students attending the UE STADA class at the University of Vienna, Austria. You can use the chapter overview on the left to skip through the content. In this session, we will answer the following questions: R is a programming language used mostly for statistical computing and data visualization. Why are we using R and not other software such as SPSS? In this class we will be working in RStudio. The following picture illustrates the difference between R and RStudio: R as the Engine: RStudio as the dashboard: Just as a car needs both an engine and a … Read more →

130

# gibbonR: An R package for the automated detection and classification of female gibbon calls from long-term acoustic recordings

2024-06-10

gibbonR: An R package for the automated detection and classification of female gibbon calls from long-term acoustic recordings […] You can install the development version from GitHub … Read more →

131

# Documentary of Statistics Using R

2024-06-09

This is personal documentation of R usage in Statistics. […] Welcome to my personal documentation on the usage of R in Statistics. I’ve compiled this bookdown with the hope that it will be useful to anyone in need, whether in theory or practice. Some parts are currently blank but will be filled in as time … Read more →

132

# R数据分析入门

2024-06-07

This is a textbook for a quick start on data analysis in R. […] R下载链接：点击任意站点，进入后，选择下载与操作系统匹配的R软件。 RStudio下载链接 练习题链接 打开RStudio，我们通常会看到如上图所示的界面。 界面1为脚本界面，我们将在这里写代码。如果这个界面没有出现，可以点击左上角2按键，选择R Script（快捷键为Ctrl+Shift+n）创建。在脚本界面中，如果我们想要运行特定一行的代码，可以把光标放在该行代码的任意位置，然后按右侧的Run3按键（快捷键为Ctrl+Enter）。如果要运行多行代码，则需要先用鼠标选中所有要运行的代码，然后再按Run按键。 界面4为控制台界面，代码运行的结果或者提示信息将会在这里显示。如果想运行单行指 … Read more →

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2024-06-06

134

# Scarlet-TCC

2024-06-04

A análise de dados para o TCC de Scarlet. The output format for this example is bookdown::gitbook. […] A análise de dados para o TCC de … Read more →

135

# Artificial Intelligence and the Ageless Wisdom

2024-06-04

This is a review of a talk given by Lee Brown at the 2024 Conference of the University of the Seven Rays […] As we explore the intersection of Artificial Intelligence (AI) and Esoteric Wisdom, the author invites us to join him in a thought-provoking dialogue that bridges these two seemingly disparate realms. His goal is to present a nuanced exploration of AI and machine learning, grounded in our studies, understanding, and wisdom. While today’s artificial intelligence (AI) boasts many use cases and intriguing possibilities, his experience with it leaves him with some specific impressions. … Read more →

136

# _main.knit

2024-06-03

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. [...] Autores: Ing. Agrónomo Amadeo Jorge Quiquinto 1, Ing. Agrónoma Marta Celia Leaño 2, Ing. Agrónomo Juan Manuel Solís 3, Ing. Agrónoma Ivone Carolina Humacata 4, Ing. Agrónoma Sofía Carolina Carrasco 5 y Estudiante de Biología María Victoria López 6 jorge.quiquinto@fca.unju.edu.ar↩︎ martaleano@fca.unju.edu.ar↩︎ juanmasolis@fca.unju.edu.ar↩︎ ivonehumacata@fca.unju.edu.ar↩︎ sofiacarrasco@fca.unju.edu.ar↩︎ mariavictorialopez@fca. ... Read more →

137

# Modelling Space and Time with GAMS: spatially and temporally varying coefficient models

2024-06-03

This is a workshop introducing GGP-GAMs as a method for undertaking spatially and temporally varying coefficient models […] GAM (General Additive Models) are emerging as the goto approach for all kinds of data science activities. GAMS perform as well or better than most machine learning models and they are relatively fast. They are powerful and quick but critically they offer a middle ground between overly simple but interpretable standard statistical approaches, and efficient but opaque machine leaning algorithms, where it is difficult to understand how one variable relates to an outcome. … Read more →

138

# Introduction to Computer Programming

2024-06-03

คณาจารย์ประจำสาขาวิชาการจัดการเทคโนโลยีสารสนเทศ เอกสารประกอบการสอนนี้เรียบเรียงขึ้นเพื่อใช้ประกอบการเรียนในรายวิชา 946-141 การเขียนโปรแกรมคอมพิวเตอร์เบื้องต้น (Introduction to Computer Programming) ประกอบไปด้วยเนื้อหา ได้แก่ หลักการเกี่ยวกับการเขียนโปรแกรม การแก้ไขปัญหาด้วยขั้นตอนวิธี รหัสเทียม ผังงาน องค์ประกอบของภาษาโปรแกรม ชนิดของข้อมูลแบบต่าง ๆ โครงสร้างข้อมูลแบบอาร์เรย์ โครงสร้างโปรแกรมแบบตามลำดับ เลือกทำ และการวนซ้ำ การเรียกซับรูทีน การส่งผ่านค่าพารามิเตอร์ โดยใช้การเขียนโปรแกรมด้วยภาษาจาวาและการเขียนโปรแกรมแบบมีโครงสร้าง ในรายวิชานี้จึงเน้นรูปแบบการเขียนโปรแกรมเชิงกระบวนการ (procedural programming) เป็นสำคัญ โดยไม่ได้มุ่งเน้นการเขียนโปรแกรมเชิงวัตถุ (object-oriented programming: OOP) … Read more →

139

2024-05-31

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. ... Read more →

140

# heavy_quarks

2024-05-29

Marco Garofalo … Read more →

141

# The Temple of Esna. An Evolving Translation: Esna VI

2024-05-28

A book created with bookdown. […] This is a continuation of my ongoing quest to translate all the Roman inscriptions from Esna temple. The previous volumes are now complete, and can be found here:Esna II, Esna III, Esna IV. I will continue to make changes and updates to those, including some desperately needed proof-reading. Esna VI covers the interior walls of the pronaos, except for the interior of the facade, already published in Esna II. Most of the inscriptions are offering scenes, with a few decorative cartouches, longer bandeau texts, and varia. Some of these scenes are the latest to … Read more →

142

# AUSTRALIAN CANCER ATLAS 2.0 – Technical report

2024-05-24

This eBook provides further details about the methodology used to develop the Australian Cancer Atlas 2.0 […] The Australian Cancer Atlas 2.0 – Technical Report is designed to provide further details about the methodology used to develop the Australian Cancer Atlas 2.0. This technical report includes information about how the data were obtained for the Atlas, including data sources and ethical and data custodian approvals, how the different statistical measures were defined and the Bayesian statistical models used to calculate them, along with details about the methods used to visualise the … Read more →

143

2024-05-23

144

# The Temple of Esna. An Evolving Translation: Esna III

2024-05-22

A book created with bookdown. […] This is a continuation of my ongoing quest to translate all the Roman inscriptions from Esna temple. Elsewhere you may find Esna II, Esna IV, and Esna VI. The goal is to make all of this information easily and freely 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 columns within the pronaos, all covered with extensive columns of hieroglyphic texts. These largely detail the many festivals … Read more →

145

# Healing: Making Sound From Within

2024-05-22

A study guide for the Alice A. Bailey book “Esoteric Healing,” fourth volume of the Treatise on the Seven Rays, the first three volumes being Esoteric Psychology I, Esoteric Psychology II, and Esoteric Astrology. The fifth and final volume is The Rays and the Initiations (14 advanced rules for group initiation, expanding on the 14 rules initially given in the book Initiation, Human and Solar). […] “The intertwining of the natural (the explainable) and supernatural, defined as the unexplainable, in the interpretation of suffering and disease has been at the heart of the healing professions … Read more →

146

# Spiritual Telepathy: the Science of Impression

2024-05-22

The New Science of Telepathic Communication […] “It is essential that servers everywhere — the intelligent men and women of good will — get a grasp, fresh and clear, of the work to be done and that they become”relaying channels and not delaying points of selfish interest” in the divine flow.” -Master D.K. This study guide explores the parallels between modern radio transmission and telepathy, as understood by the current scientific paradigm (the exoteric approach), and as revealed in the Alice A. Bailey book “Telepathy and the Etheric Vehicle” (the esoteric approach). Exoteric: Telepathy is … Read more →

147

# The Bailey Seven Ray Types

2024-05-22

This book explores the construct validity of the seven psychological types posited by Alice A. Bailey, using the well-established Myers-Briggs typology adapted by David Keirsey as referent stanard. […] The construct validity of the seven psychological types posited by Alice A. Bailey serves as an intriguing subject for exploration, especially when contrasted with the well-established Myers-Briggs typology adapted by David Keirsey. The Four Keirsey Temperaments—Artisan, Rational, Idealist, and Guardian—demonstrate a striking congruence with the Four Derivative Rays of Attributes—Fourth Ray … Read more →

148

# The Science of the Emotions

2024-05-22

An exploration of the THE SCIENCE OF THE EMOTIONS by BHAGAVAN DAS, emotional intelligence and AI. […] Bhagavan Das’s “The Science of the Emotions” is a comprehensive examination of the nature and dynamics of human emotions, with a particular focus on the polarities of love and hate. The work explores how these fundamental emotions interplay with the concepts of the Self and the Not-Self, influencing human behavior and relationships. Das dives deep into various manifestations of love and hate, such as affection, reverence, benevolence, dislike, fear, and pride, analyzing their origins and … Read more →

149

# The Psychocentric Revelation

2024-05-22

This a book about a soul-centric or “psychocentric” approach to the dawning Neo-Copernican Revolution accompanying the release of atomic energy inaugurating the post-modern world. […] This is summary of an eBook originally written in 1985. It is presented in 3 parts, proposing a psychological key to the dawning Neo-Copernican Revolution accompanying the release of atomic energy inaugurating the post-modern world. The book explores the existence of a transpersonal center of consciousness — the transpersonal soul or Ego — and discusses the need for a psychocentric revelation. A simple, … Read more →

150

# Four Dimensional Consciousness

2024-05-22

An exploration of experiencing the fourth dimension of space-time. […] This book is an exploration of experiencing the fourth dimension of space-time. Is the fourth dimension real? How does visualizing 4-D geometries, such as the Tesseract, differ from actually experiencing the fourth dimension? Is the assumption that the brain is the source of consciousness correct? A similar assumption was believed to be true to support the geocentric model because, factually, we observe the Sun orbiting around the Earth. Near-death experiences consistently report a sense of “compressed” time … Read more →

151

# Contrasting Two Family Models

2024-05-22

Comparing married dual income with married single income families […] In a Q&A format with AI, this narrative addresses the often undervalued work done within homes when we measure economic activity, such as the … Read more →

152

# Machine Learning

2024-05-21

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 will 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 →

153

# R Bootcamp

2024-05-19

This is the ebook version of the four-week online R Bootcamp. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] Hello! This is the ebook version of the four-week online R Bootcamp for NYU Shanghai - NYU Stern MS programs in business. The website offers more recent updates than the video tutorials, and is designed to help readers find the information more quickly with its embedded links and navigation through the table of contents. The Bootcamp is designed for newcomers to R or programming in general. Our learning objectives for this program ... Read more →

154

# A More Principled Adventure in Topic Models

2024-05-17

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Please Enjoy my book on modified topic models! We call this AladDyn: A dynamic genetically informed and principled way of calculating conditionally updated transitions that inform alternative diseases. Copyright © 2023 Sarah Urbut All rights … Read more →

155

# Calculation System

2024-05-16

This is a small example of using the bookdown package to write a book on the calculation system in R-Instat. The output format for this example is bookdown::gitbook. […] Let’s … Read more →

156

# Exploratory Data Analysis and Visualization

2024-05-16

This book studies exploratory data analysis and data visualization in the context of a university degree in Data Sciences. […] This document is an English translation of the book Análisis Exploratorio de Datos y Visualización, it covers the contents of an introductory course on exploratory data analysis and visualization in a university degree in Data Sciences. Exploratory data analysis is a very broad field, and it is not possible to teach all its aspects in depth in a single course. This course, of an introductory nature, aims to provide a solid foundation in the most important tools in … Read more →

157

# Notes on Statistics with R (SwR)

2024-05-15

Peter Baumgartner What maybe is still missing from my learning perspective: A summary and collection of lesson learned including when to use which test and R package. Another plan is to revise the system of my callout boxes, because I have changed the systematic slightly in the middle of this project (approximately starting with chapter 7). But I do not know if I have time to meet this good resolutions, because I am planning to go the next step in my learning path. At the moment I am thinking what would be the next book I want to study intensive like this one. WATCH OUT: This is my personal … Read more →

158

# Statistics and Probability for Engineering

2024-05-15

This book introduces the concept of statistics and probability engineering students […] This study manual is specially written for the honors students of engineering discipline like CSE, EEE and … Read more →

159

# Introduction to Statistics and Data Analysis – A Case-Based Approach

2024-05-14

A book created with bookdown. […] Suggested citation: Ziller, Conrad (2024). Introduction to Statistics and Data Analysis – A Case-Based Approach. Available online at https://bookdown.org/conradziller/introstatistics To download the R-Scripts and data used in this book, go HERE. This short book is a complete introduction to statistics and data analysis using R and RStudio. It contains hands-on exercises with real data—mostly from social sciences. In addition, this book presents four key ingredients of statistical data analysis (univariate statistics, bivariate statistics, statistical … Read more →

160

# Spatio-Temporal Statistics - Final Portfolio

2024-05-13

This is a the final portfolio for STAT 764 for Robert Sholl […] The following bookdown document contains the required pieces of the portfolio assignment in Spatio-Temporal Statistics at Kansas State University. The structure of this document will be as follows: Assignment 1 Data Prep Longitude models Latitude models Predictions Assignment 2 Data Prep Models Model Checks Assignment 3 Data Prep Data Exploration Variable Prep Grass Model Fitting Grass Model Checking Grass Graphics Crop Model Fitting Crop Model Checking Crop Graphics Closing Discussion Journal Entries Final … Read more →

161

# William’s Portfolio

2024-05-13

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 →

162

# Handbook for Building and Teaching Online Courses

2024-05-11

Notes and tutorials on building online courses. […] This handbook is still in draft form and many chapters are unfinished or in a “notes state”. Chapters, sections, and practices are filled in as need arises. This book summarizes my experiences building and teaching online courses at Northeastern University’s Khoury College of Computer Sciences. I wrote this handbook for faculty new to teaching online and new to building courses for online delivery. The writing of this handbook was accelerated when the COVID-19 pandemic forced all classes to go into an online or remote instruction mode. It … Read more →

163

# Skript Antriebsregelungstechnik

2024-05-10

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 werden. Da das Erstellen dieses Dokumentes sehr viel Aufwand und Kosten in Form des Lebenselixirs Kaffee nach sich zog, wäre ich über eine kleine Kaffeespende sehr dankbar! Dies funktioniert am … Read more →

164

2024-05-08

This is a methodological documentation on compilation of UNCTAD Gender-in-Trade indicators. […] This is a methodological guide for compilation of UNCTAD Gender-in-Trade indicators. Following R packages should be installed and … Read more →

165

# The Infinite Hermetic Mind: Bridging the Above and the Below

2024-05-07

The Infinite Hermetic Mind: Bridging the Above and the Below […] This book unfolds as a Socratic dialogue with artificial intelligence, engaging in a profound exploration of intuitive intelligence and the intricate landscape of consciousness. Our discourse navigates through the mind’s three axes—will, heart, and intelligence—as we traverse the Bridge of Light (Antahkarana), illuminating our path. Together, we reexamine Plato’s Allegory of the Cave and reflect on the Hermetic Principle of Analogy, contemplating the mirrors between the macrocosm and microcosm. Through the lens of practice of … Read more →

166

# Neural Nets from Scratch

2024-05-06

iRisk Labs SP-2024 Project […] This is a write-up of iRisk’s Spring 2024 project: Neural Nets from Scratch The organization … Read more →

167

# Proposed Psychometrics OER: Authoring Platform Features

2024-05-06

This document is intended to highlight features of the Quarto authoring platform, specifically focused on how this platform is uniquely appropriate for Psychometric instruction. Psychometrics is the scientific study of Psychological measurement - it has been described by some practitioners as “applied statistics” and fundamentally requires knowledgeable application of statistical concepts. This brief overview does not cover all pedagogical features, so we encourage reviewers to “point and click” around this document to discover unique elements. For example, external links and alternative … Read more →

168

# R paso a paso

2024-05-06

PREFACIO | R paso a paso […] Este texto sobre R ha sido elaborado con dos propósitos. En primera instancia, aportar los elementos necesarios —desde cero— para que el lector pueda iniciarse en este universo, sin que requiera ningún conocimiento previo ni de programación ni de estadística. En segunda instancia, mantener el carácter secuencial de la presentación, lo que implica que los diferentes conceptos se construyen a partir de los elaborados previamente. Para contribuir a la satisfacción del primer objetivo, se evita establecer paralelos con otras aplicaciones estadísticas o lenguajes de … Read more →

169

# Fundamentals of Collecting and Analyzing Baseball Data

2024-05-06

Fundamentals of Collecting and Analyzing Baseball Data […] This book is an introduction to coding for baseball analytics. It would be most helpful if you have a basic understanding of R. Here are some resources: The first three chapters are about acquiring data. Lahman: the Lahman package contains several data frames about players, teams, pitching, hitting, fielding, and more. The version of the Lahman package used throughout this guide has data from 1871 to 2021. FanGraphs: this chapter is about data collected from the FanGraphs website or through an R package. During the midst of this … Read more →

170

# Notas para Matemáticas II, UCM Somosaguas

2024-05-06

Este material ha sido creado para la asignatura de Matemáticas II, UCM, Económicas. […] Este libro está escrito en Markdown. Si encuentras alguna errata o tienes algún comentario, escríbeme a … Read more →

171

# 2024 Introduction to Cognitive Modeling

2024-05-06

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. [...] This week, you will learn basic R functions, including calculations (e.g., +, -, x, /), loops, and logical operations, commonly used in transforming equations into programming language. In addition to these functions, you need to understand the meaning of each notation in the equation and where to find the values for each notation. Usually, this information is explicitly described in the paper. Let’s set aside cognitive models for now ... Read more →

172

# Introducción a los Indicadores Limnológicos y su Análisis Estadístico en R

2024-05-03

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. [...] Curso de grado con evaluación para la Licenciatura en Ciencias Biológicas, 27, 28 y 29 de Septiembre de 2023. Docentes: Marcela De Paul y Juan Manuel Solís. Colaboradores: Agustina Zamar y Marcos Juárez. Ayudantes de segunda: Sofía Carolina Carrasco y María Victoria ... Read more →

173

# Conducting Rigorous Research Seminar Workbook

2024-05-03

This is the seminar handbook for conducting research which outlines the weekly tasks for each seminar […] This module aims to develop student’s knowledge and understanding of scientific randomised controlled trials, including the techniques used to minimise bias by randomising participants, blinding participants, assessors and/or statisticians, selecting an appropriate control arm and other key methodological features. Students will learn how to devise a protocol in accordance with good reporting guidelines and how to use advanced analytical techniques to generate results and aid in the … Read more →

174

# Advanced Statistics I & II

2024-05-03

The official textbook of PSY 207 and 208. […] This is the offical textbook of Psychology 207 and 208: Advanced Statistics I and II. Please don’t try to sell this book because there are about a million copyright violations in it and I’m trying to stay safely ensconced in the warm embrace of fair use. … Read more →

175

# Financial Data Science

2024-05-02

This bookdown contains the teaching materials for the projectcourse Financial Data Science at the LMU Munich. […] Here you will find the course pages for the projectcourse Financial Data Science. The projectcourse is offered regularly in the winter and summer term and aims at providing in-depth knowledge about the programming language Python and its most important libraries for data analysis. Each summerterm, the course is taught in cooperation with the Institute for Finance & Banking and consists of two parts. Each winterterm, the course extends the introduction of programming language … Read more →

176

# Épidémiologie et statistiques (B1.5 MSC)

2024-05-01

Ce livre rassemble les cours d’épidémiologie et de statistique donnés dans le cadre du baccalauréat universitaire de médecine, B1.5 médecine et santé communautaires. [...] Ce livre rassemble les cours d’épidémiologie et de statistique donnés dans le cadre du baccalauréat universitaire de médecine de l’Université de Lausanne, partie B1.5 Médecine et santé communautaires. Les informations contenues dans ce livre sont les seules susceptibles d’apparaître à l’examen. On pourra trouver des compléments dans le livre Morabia A, Gutzwiller F et Paccaud F. Médecine Sociale et Préventive, Huber, ... Read more →

177

# R course

2024-04-30

to programming with R! I hope learning to code will change your life like it did mine :). Since 2012, I teach R courses with great joy, see brry.github.io. This website is here to help you start your coding journey. My main slidedeck (in a single PDF) is avalaible through two openHPI courses. These have autograded exercises and are fairly suitable to learn R on your own. Feel free to book me as a trainer in addition. German, ca 20-50 hours English, ca 30-70 hours There is also material for a course taking a few hours. My old slides are still directly available. A few notes on this website: The … Read more →

178

# Notes for Predictive Modeling

2024-04-28

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 →

179

# iPhylo Tutorial

2024-04-28

This is a tutorial for the iPhylo website. […] We present the iPhylo suite (https://www.iphylo.net/), a comprehensive, automated, and interactive platform for biological and chemical taxonomic analysis. Please cite iPhlyo if it helps your research: Yueer Li#, Chen Peng#, Fei Chi, Zinuo Huang, Mengyi Yuan, Chao Jiang* (2023). The iPhylo suite: an interactive platform for building and annotating biological and chemical taxonomic … Read more →

180

# Landscape Genetic Data Analysis with R

2024-04-25

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 →

181

# Berta en la web - Berta Pardina

2024-04-25

Con una pasión creativa y vibrante doy vida a mis historias con una imaginación apasionada. Encuentro inspiración en la energía de los animales para crear mundos peculiares y … Read more →

182

# Applied regression analysis

2024-04-24

Applied regression analysis […] 24-04-2024 The text is under development and updates are constant This text book uses notes written by Dr. Linda van der Merwe, who was responsible for the course in previous years and is currently being … Read more →

183

# DATA532

2024-04-23

Alex Edwards and Emily Peterson Authors: Alex Edwards & Emily Peterson Spring 2024 This Advanced GIS (DATA 532) class is a project-based exploration of advanced topics in GIS and geospatial technology, with a focus on spatial modeling, advanced spatial analysis and geoprocessing, spatial data manipulation, and geocomputation. For information on course expectations, assignments, grading, and schedule, please review the course syllabus listed on Canvas. We will use this e-book for lectures, and in-class activities. All course content will be housed in this book for your reference. Advanced GIS … Read more →

184

2024-04-23

This bookdown contains the teaching materials for the projectcourse Financial Data Science at the LMU Munich. The files have been set up by Lisa Kaminski. [...] Here you will find supporting material on how to write academically. This guide is a generalized framework for seminar reports, bachelor and master theses. Disclaimer: The following guidelines should not be seen as static set of immutable rules, but rather as a profound and generic guideline. This guide is subject to constant revision and extension! If you come across missing subjects, redundancies or inconsistencies, we are ... Read more →

185

# Fundamentos para la Minería de Datos y Big Data I,II

2024-04-22

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. [...] Material docente para la asignatura de Fundamentos de Minería de Datos y Big Data. ... Read more →

186

# Data Visualization with R Programming

2024-04-22

สมศักดิ์ จันทร์เอม ภาพนิทัศน์มีความสำคัญอย่างมากในการทำความเข้าใจข้อมูล และเพื่อประสิทธิภาพในการตัดสินใจ เครื่องมือที่ช่วยในการใช้สร้างภาพนิทัศน์ของข้อมูลในปัจจุบัน มีหลายตัว ในหนังสือเล่มจะใช้ภาษาอาร์ในการเขียนโปรแกรมเพื่อสร้างภาพนิทัศน์ และใช้โปรแกรม RStudio เพื่อช่วยการใช้เขียนโปรแกรมภาษาอาร์ให้มีความสะดวกสบายมากยิ่งขึ้นด้วยเครื่องมือช่วยที่หลากหลาย ในหนังสือเล่มไม่ได้สนใจในประเด็นตัวแบบสถิติ (statistics model) เศรษฐมิติ (econometrics) หรือการเรียนรู้ของเครื่องจักร (machine learning) ด้วยภาษาอาร์ แต่ถ้าผู้อ่านได้ศึกษาและทำความเข้าใจในหนังสือเล่มนี้แล้ว ผู้อ่านจะได้เรียนรู้พื้นฐานการเขียนโปรแกรมภาษาอาร์ที่จำเป็นอย่างมีหลักการ เช่นชนิดของโครงสร้างข้อมูลที่สำคัญคือวัตถุแบบเวคเตอร์ (vector) และกรอบข้อมูล (data frame) … Read more →

187

# CCC Sea Kayak Course 2024 Handout

2024-04-19

A set of notes for the Cambridge Canoe Club Sea Kayak Award Course, 2024 […] Welcome to the CCC beginner’s sea kayak course! The course aims to take beginner sea kayakers to the point where they can: Join intermediate level club trips (see our trip designations here). Plan and undertake their own trips on the sea, with peers, in simple conditions We’ll (loosely) we working with the syllabus of the British Canoeing Sea Kayak Award and we’re hoping that all participants reach a level where we can sign them off for this award. These notes are based around the Sea Kayak Award syllabus and are … Read more →

188

2024-04-19

189

# BMS5021 - Introductory Bioinformatics Manual

2024-04-16

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. [...] Welcome to the beginning of the bioinformatics component of BMS5021 - Introductory Bioinformatics. Over the past four weeks, you have taken a crash course in the fundamentals of molecular biology. These concepts underpin the analyses we do in bioinformatics. Bioinformatics combines the strengths of computer science, statistics, and biology in order to analyse and interpret large-scale biological data, ultimately ... Read more →

190

# Meta-Workflow

2024-04-10

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 →

191

# Statistik I

2024-04-09

Die digitale Lernplattform zur Statistik I ist Teil des Blended-Learning Konzepts im Modul Statistik I und dient zusätzlich zur Präsenzvorlesung der Wissensvermittlung im Modul. 90-minütige wöchentliche Übungen in Kleingruppen, welche in Präsenz durchgeführt werden, bilden einen zweiten wesentlichen Baustein in der Lehre. Darüber hinaus steht ein breites Angebot an digitalen Übungsaufgaben über Moodle bereit sowie ein umfassender Katalog an Altklausuren. Zu allen Bestandteilen besteht die Möglichkeit, Rückfragen über Moodle oder in den Veranstaltungen zu stellen. Jeder Vorlesungswoche wird … Read more →

192

# The openair book

2024-04-08

David C Carslaw Jack Davison This document has been a long time coming. The openair project started with funding from the UK Natural 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. The book is split into broad sections that cover common aspects of air quality data analysis. Data Import Mostly focused on the easy access of UK air quality data across … Read more →

193

# 柔化刚发——复杂时代下隐秘的保险机会

2024-04-07

This is book about insurance history, technology and philosophy […] 这是一本关于保险历史、金融和科技的书。它将通过开源协作的方式不断更新。它将秉承尽早出版，经常出版(Publish Early and Publish Often)的理念，立志于解决两个问题： 这本书受到了查理芒格思维栅格的影响，希望用跨学科方式去给出最基础的模型并在现实世界中反复交叉运用。 目前探讨的主题包括但不限于：心理学（时间偏见、心理会计）、精算概率、认识论（东西方差异）、编程实践（增量开发与星云假说隐喻） 中国哲学（道家、管子轻重学）、人体医学与复杂的层级。 有任何批评指正或想参与贡献，欢迎发邮件至xs286@cornell.edu联系。 … Read more →

194

# R Graphics Cookbook, 2nd edition

2024-04-07

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 →

195

# STAT 521B: Topics in Multivariate Analysis

2024-04-05

Course notes. […] This Bookdown notebook comprises the notes for the course “Theory of Functional Data Analysis with Applications” taught during the Winter 2024 semester, term 2, at UBC. They follow closely the textbook (Hsing and Eubank … Read more →

196

# Data Analytics Coding Fundamentals

2024-04-04

The course book for BIDA302 […] Latest update: 2024-04-03 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 →

197

# 6348 Ayette 19 Sistemi

2024-04-01

Bu kitap, Kuran’ın metninde bulunan ve Kuran’ın bozulmadan ve değişmeden kaldığını gösteren 19 tabanlı kodlama sistemini göstermektedir. 2019 yılında keşfettiğim ve 2023 sonuna kadar yeni keşfettiğim kodlarla geliştirdiğim, Kuran’ın tüm 6348 ve numaralı 6236 ayetleri üzerindeki 19 sistemini sunar. […] Not: Bu kitap, orijinali İngilizce yazılmış olan “Reproducible Miracle” adlı kitabımın Türkçe çevirisidir. Kitabımın linki: bookdown.org/gokmenaltay19/Quran19. Çeviri 2023 sonlarında, Yapay Genel Zeka, teknolojileri kullanılarak otomatik yapıldığından üslubu da biraz yapay olabileceği gibi, … Read more →

198

# Reproducible Miracle

2024-04-01

This book demonstrates 19 based coding system available in the Full Text of Quran text, which suggests 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 R programming codes … Read more →

199

# MetaNet: Network Analysis for Omics Data

2024-03-30

Chen Peng MetaNet is a comprehensive network analysis package, especially in various biological omics. Some functions of MetaNet are dependent with pcutils, so you also need to install pcutils. The stable version can be installed from CRAN: The latest development version can be found in https://github.com/Asa12138/MetaNet: For data manipulation, we recommend to use dplyr. MetaNet is a comprehensive network analysis R package for omics data: Support for integrated analysis for multi-omics data. Calculate correlation network quickly, accelerate lots of analysis by parallel computing. Handle … Read more →

200

# Introducción a la Automatización Industrial

2024-03-26

Un libro de introducción a la automática para alumnos de ingeniería. […] ISBN: 978-84-09-22291-9 Introducción a la automatización industrial by Alberto Brunete, Pablo San Segundo and Rebeca Herrero is licensed under a Creative Commons Reconocimiento-CompartirIgual 4.0 Internacional … Read more →

201

# Análises de Dados com R

2024-03-23

Nesse livro trazemos uma introdução à analise de dados com R, começando do básico, com a instalação do R, passando pelos objetos do R, gráficos, estatística e mais algumas aplicações. […] Na pesquisa científica, a análise de dados é uma parte fundamental e o R é uma linguagem que possibilita a fazer as mais diversas análises, não é apenas uma ferramenta estatística. O R é um software livre e uma grande comunidade trabalha aperfeiçoando a ferramenta e todo dia temos novidades, tornando o aprendizado muito dinâmico. Há alguns anos, achei importante estimular o uso do R pelos discentes do … Read more →

202

# Métrologie - Exploitation des résultats d’essais

2024-03-23

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, [...] Ce livre s’adresse tout d’abord aux étudiants du cycle ingénieur de Polytech Angers à l’Université d’Angers et se veut un support pédagogique pour le cours de Métrologie. Toutefois, l’ouvrage peut intéresser également ceux qui souhaitent approfondir deux concepts relatifs à l’exploitation des résultats d’essais en métrologie: L’évaluation de l’exactitude d’une méthode de mesure normalisée par le bais des comparaisons ... Read more →

203

# STAT415 Handouts

2024-03-23

Kevin Ross Handouts containing examples, exercises, and notes covering selected topics from Cal Poly STAT … Read more →

204

# Inferential Reasoning in Data Analysis

2024-03-19

Ben Prytherch People who analyze data are usually interested in something other than the data they analyze. A financial analyst might use patterns and anomalies in market data to create an investment strategy for the upcoming year. A physician might reference data from a randomized controlled trial when deciding what drug to prescribe to a patient. A basketball coach might plan player rotations after looking at data collected from their next opponent’s recent matches. Members of a local board of education might look at data from state standardized tests to decide whether to approve a proposed … Read more →

205

# Notes for Nonparametric Statistics

2024-03-19

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 →

206

# A First Course on Statistical Inference

2024-03-19

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 →

207

# STM1001 Topic 4: Sampling Distributions

2024-03-19

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 →

208

# R Untuk Mahasiswa Sains Veteriner

2024-03-16

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. [...] Buku ini dibuat bersamaan ketika melakukan pembelajaran Praktikum Mata Kuliah Epidemiologi Analitis 2 Magister Sains Veteriner Universitas gadjah mada. semoga buku/panduan ini dapat membantu dalam menganalisa data epidemiologi. Contoh kode/script R berdasarkan panduan praktikum, dan dari sumber lainnya yang mendukung. Data diambil dari data yang relevan dengan penyakit hewan bersumber dari dinas atau ... Read more →

209

# Estrutura da comunidade zooplanctônica da Reserva Biólogica Guaribas

2024-03-15

A análise de dados para o artigo de zooplânton da ReBio Guaribas. The output format for this example is bookdown::gitbook. […] No tocante aos tipos de atributos e seu tratamento pré-análises, uma matriz de dados pode ser dos tipos apresentados na tabela abaixo (Tabela 0.1). Matrizes disponíveis para análises, com suas descrições e tipos de dados recomendados (Tabela 0.2). No interesse de sistematizar o código R das várias matrizes que são comumente usadas em uma AMD, a tabela a seguir (@ref(tab:0tbl-m_2)) resume seus tipos e … Read more →

210

# STM1001 Topic 5: Hypothesis Testing

2024-03-14

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 →

211

# Applied Stochastic Processes

2024-03-14

Kevin Ross Selected examples and assignments from Cal Poly STAT … Read more →

212

# Supplementary Materials for Probabilistic Modeling Framework for Genomic Networks Incorporating Sample Heterogeneity

2024-03-14

This containes all the supplementary materials for the paper named GraphR: a probabilistic modeling framework for genomic networks incorporating sample heterogeneity. […] Network modeling are widely used in biomedical research, aiming to estimate and visualize complicated dependency structures in various fields and at different level. Graphically, networks compromise a set of variables (nodes) and relationships among nodes which are referred as edges. Under the assumption that: (1) edges represent partial correlation between nodes; (2) nodes follow Gaussian distribution, leading to a … Read more →

213

# Advanced Statistical Modelling III (second term)

2024-03-14

These are the course notes for the module Advanced Statistical Modelling III of Durham University’s degree for Mathematics and Statistics. … Read more →

214

2024-03-09

215

# Statistiques descriprives

2024-03-02

Ce livre présente les principes fondamentaux de la statistique descriptive, en mettant l’accent sur les aspects univariés, bivariés et la description des séries chronologiques [...] Ce livre est conçu pour vous guider à travers les principes fondamentaux de la statistique descriptive, en mettant l’accent sur les aspects univariés, bivariés et les séries chronologiques. Ce livre s’adresse aux étudiants, aux professionnels et à toute personne intéressée par l’analyse des données et la compréhension des concepts de base de la statistique descriptive. Aucune connaissance préalable en ... Read more →

216

# IsoriX: Isoscape Computation and Inference of Spatial Origins using R

2024-03-01

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 →

217

# Quantitative Research in Mass Communications

2024-03-01

This is a working document that will eventually become the official textbook for all of Dr. Alex P. Leith’s MC 451 course at Southern Illinois University Edwardsville. […] Welcome to “Quantitative Research in Mass Communications: R and RStudio,” a comprehensive guide designed to navigate the intricate pathways of quantitative research in the ever-evolving field of mass communications. This textbook is a culmination of my journey in academia and a reflection of my commitment to advancing the understanding of mass communication research methods, particularly through the lens of quantitative … Read more →

218

# R Markdown Cookbook

2024-02-29

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 →

219

# QCA with R

2024-02-29

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 →

220

# Introductory Statistics for Economics

2024-02-27

A textbook for an introductory (first-year or second-year undergraduate) course in statistics for economics majors. […] As its name suggests, Introductory Statistics for Economics is a textbook intended for use in an introductory (first or second year) statistics course for economics majors. It was written for use as a textbook for ECON 233, the introductory statistics course for economics majors at Simon Fraser University. The content is similar to most other introductory statistics courses for business and economics students, but with a few important differences. When I was assigned to … Read more →

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2024-02-26

222

# The Data Preparation Journey

2024-02-26

Before you can analyze your data, you need to ensure that it is clean and tidy. […] Welcome to The Data Preparation Journey: Finding Your Way With R, a book published with CRC Press as part of The Data Science Series. This is a work-in-progress; the most recent update is 2024-02-25. 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 modelling, data visualization, and communication. There is no shortage of material—textbooks, journal articles, blog posts, online … Read more →

223

# Curso de Estatística com R Project

2024-02-22

Este é um curso de R e estatística para o grupo de pesquisa LabMóvel, versão 2024-1. […] Nesse curso veremos como usar o R para fazer estatísticas. O curso está dividido em capítulos que abordam inicialmente os comandos básicos do R (R Project). Em seguida serão aborados alguns pacotes do R para fazer … Read more →

224

# pctax: Analyzing Omics Data with R

2024-02-21

Chen Peng Omics technologies have found extensive applications in biology, encompassing disciplines such as microbiome studies, transcriptomics, metabolomics, and beyond. These technologies generate diverse datasets based on distinct methodologies. Following specific upstream processing, omics data is often transformed into feature abundance tables, representing entities like genes, metabolites, or taxa. These feature abundance tables, coupled with experimental design metadata and various annotation data, serve as the foundation for downstream bioinformatics analysis and visualization, … Read more →

225

# An Introduction to Political and Social Data Analysis Using R

2024-02-20

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 →

226

# Aventuras… na escola?

2024-02-20

Aventuras… na escola? […] Hoje Kora acordou com a mãe a gritar, pois tinham de sair para a escola. Pelo menos hoje, Kora vai ter um dia normal, com aulas e conversas com os amigos, em vez de ser uma espiã secreta ou a guarda-costas de um qualquer príncipe. Hoje, deveria ser tudo normal. No entanto, o que Kora já devia ter percebido, é que as suas muitas vidas nunca são normais e tranquilas. E a vida na escola não vai ser diferente. Em parte porque a sua mãe já está aflita com as horas… … Read more →

227

# A Bayesian Introduction to Fish Population Analysis

2024-02-17

This book is intended to be a bridge between traditional fisheries analytical methods and Bayesian statistics. It is a hands-on introduction to models for estimating abundance, survival, growth, recruitment, and population trends. […] This book is based in large part on material I developed while teaching (1991-2014) at NC State University. My hope is that the book will be a bridge between traditional fisheries analytical methods and Bayesian approaches that offer many advantages in ecological modeling. The book might be useful as an upper-level undergraduate or early graduate text, or for … Read more →

228

# Stat 344TM Notes: Spring 2024

2024-02-16

Notes and course info for Stat 344TM […] 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 →

229

# Técnicas de Análisis de Datos Económicos con R

2024-02-15

Libro de análisis de datos económicos. […] … Read more →

230

# Intel Powered Foundation Course in Machine Learning

2024-02-14

A Course Companion Website. […] Step into a realm of innovation with the Intel Unnati Certificate Programme, an avant-garde initiative meticulously crafted to delve into the intricacies of advanced machine learning. This course is not just an educational endeavor; it’s a gateway to a world where theoretical understanding seamlessly converges with hands-on practical application, providing you with a distinctive edge in an ever-evolving tech landscape. In a rapidly changing technological landscape, the Intel Unnati Certificate Programme is your ticket to mastering the latest advancements in … Read more →

231

2024-02-14

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. [...] These notes have been compiled from the notes I use in my Introduction to Econometrics, Econometrics II, and Data Anaytics class. In many cases, these notes mirror the powerpoint slides avaiable on blackboard. At times, I will add additional details in the text and provide more examples. This text should not be seen as a replacement for the required textbook. The required textbook provides many more examples and ... Read more →

232

# Puertas de entrada: lecturas para introducirse a la Filosofía y la Literatura

2024-02-14

Alberto Bernat En el transcurso de la vida, nos encontramos con momentos que se revelan como verdaderos regalos, ocasiones que nos permiten explorar nuevos horizontes y expandir nuestras mentes. Este libro surge de uno de esos momentos especiales, un regalo que me he concedido para conmemorar mi cuadragésimo tercer aniversario. El curso “Puertas de entrada: lecturas para introducirse a la Filosofía y la Literatura”, (Academia 2024) , dirigido por Pablo Nacach y programado para iniciar el 30 de enero de 2024, se convierte en la musa inspiradora de estas páginas. “Comencé a leer ‘El mundo como … Read more →

233

# Stat 343 Notes: Spring 2024

2024-02-13

Notes and course info for Stat 343 […] 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 →

234

# Introduction to Econometrics with R

2024-02-13

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 →

235

# Boas Práticas de Programação com R

2024-02-09

O objetivo deste livro é compartilhar ideias, conselhos e sugestões envolvendo boas práticas e condutas de como trabalhar com a ambientação da linguagem R. [...] Gostaria de iniciar este livro com algumas ressalvas. A primeira delas é que não é necessário saber programar em R para entender a mensagem que quero passar. Tentei ser o mais simples possível ao escrever, deixando abrangente para demais ferramentas, linguagens de programação, ou até mesmo hábitos do dia a dia. Um conhecimento muito básico sobre a ferramenta já vai ser o suficiente para você compreender todos os capítulos. A ... Read more →

236

# Meta-analysis Shiny Application Guideline

2024-02-06

Sangyoung Jung This application can help data analysis for the meta analysis and data visualization including forest plots and geographical frequency maps. It offers four key benefits: Data Cleaning and Check: The application not only cleanses datasets, preparing elements such as author names for meta-analysis, but also assists in identifying missing values and outliers during data checks. Meta-analysis Model Fitting: It is capable of conducting meta-analysis and moderator analysis with detailed statistics and diagnostic plots. Data Visualization: The application supports data visualization, … Read more →

237

# A Minimal Book Example

2024-02-05

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. [...] 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 →

238

# Macroeconomía III 2024-2

2024-02-05

Este bookdown son las notas de clase del curso Macroeconomía III de la Facultad de Economía de la UNAM. […] Jamel Kevin Sandoval: Es maestro en economía por el posgrado de la UNAM, cuenta con diversos cursos de capacitación impartidos por el FMI, el Banco de Francia y el CEMLA, así como una estancia en la CEPAL, Santiago de Chile durante 2016. Ha ganado el premio nacional de Finanzas Públicas y la medalla Alfonso Caso. Profesionalmente ha trabajado como consultor del BID, como Jefe de Departamento en la Secretaría de Finanzas y como economista en Banco de México dentro de la Gerencia de … Read more →

239

# GEOG5917 Big Data & Consumer Analytics - RStudio Practicals

2024-02-05

This contains materials to support the University of Leeds GEOG5917 module, delivered by Lex Comber […] This is an on-line book written to support the practicals for the GEOG5917 Big Data and Consumer Analytics module, delivered by Lex Comber of the School of Geography, from the University of Leeds. A real book was written based on the materials developed for this module: Geographical Data Science and Spatial Data Analysis: An Introduction in R (Comber and Brunsdon 2021 - link here) and the module also draws from An Introduction to Spatial Analysis and Mapping in R (Brunsdon and Comber 2018 … Read more →

240

# Data Science 2

2024-02-02

Mark Trede In den Wirtschaftswissenschaften spielen Zufall und Unsicherheit eine wichtige Rolle. Zum einen, weil die ökonomische Theorie deskriptive und normative Aussagen darüber macht, wie ökonomische Akteur*innen sich unter Unsicherheit verhalten und wie sie sich rational verhalten sollten. Zum anderen, weil ökonomische Modelle mit Hilfe von statistischen Verfahren an die Realität angepasst werden sollen oder ökonomische Theorien anhand von emprischen Beobachtungen überprüft werden sollen. In dem Modul Data Science 2 lernen Sie, wie man mit Zufall und Unsicherheit umgeht. Das Modul lässt … Read more →

241

# EGM Shiny Application Guideline

2024-01-31

Sangyoung Jung Welcome to the “Guideline for EGM Shiny Application.” This guide is meticulously crafted to support you in three critical areas: Data Verification - Dive deep into your data to identify missing values, spot outliers (such as unrealistic publication years), and rectify mismatches in intervention and outcome codes within DEP and EGM frameworks. Chapter 1, Chapter 2, Chapter 3 Visualization - Transform your dataset into insightful visual narratives, from detailed country maps to dynamic charts that illuminate the nexus between interventions and outcomes. Chapter 4 Advanced … Read more →

242

# Inquiry and Analysis in Biology

2024-01-30

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 →

243

# Place-Based Belonging

2024-01-27

Document produced in R using bookdown. Please contact Brian Clark with questions or suggestions for improvement – preferred via Teams, otherwise clark13@uoregon.edu. Please use the following when referencing this document: Clark, B. A. M. (2023). Place-Based Belonging 1.0. Office of Assessment and Research, Division of Student Life, University of … Read more →

244

# Psychometrics in Exercises using R and RStudio

2024-01-26

This textbook provides a comprehensive set of exercises for practicing all major Psychometric techniques using R and RStudio. Each exercise includes a worked example illustrating data analysis steps and teaching how to interpret results and make analysis decisions, and self-test questions that readers can attempt to check own understanding. […] This textbook provides a comprehensive set of exercises for practicing all major Psychometric techniques using R and RStudio. The exercises are based on real data from research studies and operational assessments, and provide step-by-step guides that … Read more →

245

# [EPSY5221] Introduction to R

2024-01-25

[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 →

246

# Statistics 240 Course Notes

2024-01-24

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 →

247

# 2023年度：データサイエンス 第6回

2024-01-20

2023年度：データサイエンス 第6回 […] 教科書は引き続き 椎名・姫野・保科 (2019) と 林賢一 (2020) を利用していきます． … Read more →

248

# 2023年度データサイエンス　期末レポート

2024-01-19

2023年度データサイエンス　期末レポート […] 2023年度データサイエンス講義の期末レポートの課題内容を本ページに記載します． レポートの提出や取り組むにあたっての注意事項も併せて記載します． 課題の提出はTeamsの期末レポート用の課題上で行ってください． 計算問題で用紙を利用する場合はノートではなくレポート用紙を利用してください． 計算問題・プログラミング課題それぞれ1つのファイルにまとめて提出してください． ※提出するファイルは2つになるはずです． また，ファイル名は「学籍番号_氏名_講義名_期末レポート_レポート内容」としてください． 例：11111_酒井優行_データサイエンス_期末レポート_計算課題 など … Read more →

249

# Human Factors

2024-01-15

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 →

250

# myCMIE 2.0

2024-01-12

Newsletter | myCMIE 2.0 […] myCMIE, a web application that simplifies Molecular Profiling Reports (MPRs) for cancer treatment decisions. It integrates genomic data, drug options, and clinical trials into a user-friendly platform for efficient treatment insights. myCMIE connects patient data with public datasets, for context-informed treatment and conjecture with therapeutic implication through interactive visualizations and collaborative tools for healthcare stakeholders. The app is deployed on Amazon Web Service (AWS) and is available at: https://kowalski-labapps.dellmed.utexas.edu/CO3inW3/ … Read more →

251

# Business Analytics: Metoder og anvendelser

2024-01-12

Dansksprogede noter, der opsummerer væsentlige dele af pensum i HD Business Intelligence. […] Nærværende notesæt er udarbejdet som et dansksproget supplement til fagets lærebog: Agresti, Franklin og Klingenberg: “Statistics: The Art and Science of Learning from Data,” Pearson, 5. udgave … Read more →

252

2024-01-12

253

# Toolbox Computational Social Science

2024-01-07

Felix Lennert 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 two techniques I regard as elementary for any aspiring (computational) social scientist: the collection of digital trace data via either scraping the web or acquiring data from application programming interfaces (APIs) and the analysis of text in an automated fashion (text mining). … Read more →

254

# Skript zum MAS Modul Servotechnik

2024-01-07

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 werden. Da das Erstellen dieses Dokumentes sehr viel Aufwand und Kosten in Form des Lebenselixirs Kaffee nach sich zog, wäre ich über eine kleine Kaffeespende sehr dankbar! Dies funktioniert am einfachsten mit einem Klick auf den folgenden Button, welcher Sie … Read more →

255

# Introduction to Inferential Statistics

2024-01-05

Class notes for PSCI-1801 […] Current as of 2024-01-05 Lecture: MW 12-1:30pm (MCNB 309) Dr. Marc Trussler trussler@sas.upenn.edu Fox-Fels Hall 32 (3814 Walnut Street) Office Hours: M 9-11am TA: Dylan Radley dradley@sas.upenn.edu Fox-Fels Hall 35 (3814 Walnut Street) Office Hours: Tuesday 11-12 Tuesday 3-4 Thursday 12-1 The first step of many data science sequences is to learn a great deal about how to work with individual data sets: cleaning, tidying, merging, describing and visualizing data. These are crucial skills in data analytics, but describing a data set is not our ultimate goal. The … Read more →

256

# Innovation Handbook

2024-01-04

This is an informal collection of resources dedicated to summarizing, discussing, and advancing innovation in Audit Analytics. [...] It would be an understatement to say there is plenty of buzz surrounding the Audit Analytics practice: adopting Databricks has introduced compute resources that were previously unattainable; the recent class of new hires display a highly technical skill set and equally passionate “innovation-set”; our Data Science neighbors’ work using large language models opens up a whole new realm of revolutionizing audit procedures. With this buzz comes a lot of great ... Read more →

257

# Insights and Analyses: A Course Companion

2024-01-04

Tyler R. Pritchard Report errors, recommendations, or concerns to trpritchard@grenfell.mun.ca. Latest Updates: Jan 2024 Dec 2023 From the university calendar: PSYC 3950 Research Methods and Data Analysis in Psychology III will cover advanced research methods, including survey methods, and supporting statistical concepts and techniques. Designs will include single factor designs and multi-factor designs with both random and fixed factors. Supporting statistical concepts will include analysis of variance (ANOVA) from a linear model perspective, statistical power, and multiple regression, … Read more →

258

2024-01-04

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 is a book written in Markdown. Please contact Sarah Urbut for questions. I’m really excited about these latent dirichlet allocation models, specifically for their flexibility in modeling time dependent changes in comorbidity profiles. However, I think much remains to be discovered. In the following pages, I hope you’ll enjoy: First, we discuss the general framework for topic models, and introduce typical notations ... Read more →

259

# Data Science with R: A Resource Compendium

2024-01-03

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 →

260

# Introdução à Estatística

2023-12-31

Um website dedicado ao ensino de estatística. […] Pode ser mudado depois: bookdown::render_book(“index.Rmd”) 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 … Read more →

261

# R Markdown: The Definitive Guide

2023-12-30

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 →

262

# Statistical Methods for Environmental Mixtures

2023-12-29

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 →

263

# Personal Notes: Statistical Rethinking (2nd ed)

2023-12-25

Peter Baumgartner This is work in progress: At the moment I am working on the practice section of chapter 4, e.g., I have finished (\approx 20%) of the book content. This book collects personal notes during reading of Statistical Rethinking by Richard McElreath. I am using the second edition published 2020 by CRC Press an imprint of Routledge of the Taylor & Francis Group. Additionally I am using Statistical Rethinking 2023, the most recent set of free YouTube video lectures. You can find links to other material on McElreath’s website about the book. Of special interest for me are the … Read more →

264

# Exploration de données avec R

2023-12-25

Pour obtenir la dernière version de ce livre, visitez le site: 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 →

265

# Series de Tiempo

2023-12-23

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 →

266

# ECOM20001 Tutorial Questions and Suggested Solutions

2023-12-21

This is an example of using the bookdown package to write a collate all the tutorial questions and answers in semester 2, 2023 in 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 that covers the questions and suggested solutions to tutorials posted in semester 2, 2023. Each bookdown chapter contains the questions and suggested solutions for each tutorial. One of the reasons for putting this book together was to assist in your exam revision. Most of the solutions are hidden so you should ... Read more →

267

# Interactive Teaching Techniques

2023-12-21

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 →

268

2023-12-18

(c) Tomasz Przechlewski / CC-BY license […] Wyraz statystyka ma wiele znaczeń: statystyki zgonów albo statystyki alkoholizmu czyli dane dotyczące zgonów lub alkoholizmu. Statystyka to też dziedzina wiedzy, upraszczając zbiór metod, które służą do tworzenia statystyk w pierwszym znaczeniu tego słowa. Wreszcie statystyka to pojedyncza metoda ze zbioru metod opracowanych w dziedzinie, np. średnia to statystyka. Trochę to niefortunne, ale świat nie jest doskonały jak wiemy… Statystyka (obiegowo): dział matematyki, a w związku z tym wiedza absolutnie pewna i obiektywna. Nieprawda choćby z tego … Read more →

269

# 2023年度：データサイエンス 第5回

2023-12-16

2023年度：データサイエンス 第5回 […] 教科書は引き続き 椎名・姫野・保科 (2019) と 林賢一 (2020) を利用していきます． … Read more →

270

# 2023年度:データサイエンス　課題

2023-12-16

2023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 →

271

# Evaluating What Works

2023-12-09

Introduction to methods for evaluating effectiveness of non-medical interventions […] Those who work in allied health professions and education aim to make people’s lives better. Often, however, it is hard to know how effective we have been: would change have occurred if we hadn’t intervened? Is it possible we are doing more harm than good? To answer these questions and develop a body of knowledge about what works, we need to evaluate interventions. As we shall see, demonstrating that an intervention has an impact is much harder than it appears at first sight. There are all kinds of issues … Read more →

272

# Understanding Digital Information Flow via Computational Methods

2023-12-08

B.A. Seminar at LMU Munich, Fall 2023/2024 […] This online tutorial will accompany the seminar “Understanding Digital Information Flow via Computational Methods”. It is part of the undergraduate course “Communication Studies” (LMU, Department of Media and Communication) and takes place Friday 10 am to 2pm in the CIP pool, Akademiestr. 7. You will find all necessary information on the seminar’s structure, important dates and assessments/evaluations via Moodle. Please carefully consider the syllabus when deciding whether to participate in this seminar. This tutorial will introduce you to two … Read more →

273

# Survey data in Economics and Finance

2023-12-03

This is the full book written in preparation for my course on “Survey data in the field of Economics and Finance” given at the University of Luxembourg in 2023-2024 (Master 2 ‘Economy and Finance’). […] Counting populations through exhaustive censuses has been a practice that has been established for millennia, dating back to the era of ancient civilizations such as the Babylonians, Egyptians and Romans. These populations conducted censuses for supporting a range of economic decisions, including taxation, scaling the labor force, food distribution and industrial investment. Censuses are … Read more →

274

# MCM4TM

2023-12-02

TK […] This is the class workbook for Multilingual Computational Methods for Text-based Media. Chapters will be added as the class … Read more →

275

# Trabajo Final

2023-12-02

Grupo-Pilco-Cusi Curso: Programacion en Lenguaje Estadistico Carrera: Estadistica Integrantes del grupo: Jordan Pilco Valvas Diego Cusi … Read more →

276

# Trabajo Final

2023-12-01

Wilder Espinoza & Julio Arapa Trabajo final del curso Programación en Lenguaje Estadístico 2023-II Espinoza Luna, Wilder Gilmer 22140060 Arapa Lazo, Julio César … Read more →

277

# APUNTES R - PLE MELANY MONTERO

2023-12-01

Melany Montero Una variable es un nombre que hace referencia a un valor, específicamente es el nombre de una ubicación de memoria reservada que contiene algún valor. Por ejemplo: x <- 10. Aquí, ‘x’ es el nombre de la variable, la flacha (<-) es un operador de asignación y 10 es el valor o literal. Entonces, al usar un operador de asignación (=) en R, podemos reservar memoria para el valor sin declararlo explícitamente. Para nombres de variables de varias palabras, se usan guiones bajos entre palabras (nombre_variable), pero algunos usan “camelCase” (a veces llamado “studlyCaps”) como … Read more →

278

# Trabajo Final Programación en Lenguaje Estadístico

2023-12-01

Hidalgo Dante y Huaman Celeste Guevara Ponce, Victor Huaman Mejia, Franseska Celeste 22140234 Hidalgo Huachaca, Dante Sebastian … Read more →

279

# Unlocking the power of data visualization with R - Unlocking the Power of Data Visualization with R

2023-12-01

A full list of Data Visualizations with code made with the R programming language. Welcome to Unlocking the Power of Data Visualization with R, where I proudly showcase my contributions to the #R4DS community through the #TidyTuesday, #30DayChartChallenge, and #30DayMapChallenge competitions, for 2021, 2022, and 2023. This platform is your gateway to data exploration, featuring a diverse collection of data visualizations created using the R programming language. Take a deep dive into the digital gallery, click on the image to discover insights, find inspiration, and learn from detailed … Read more →

280

# Neukölln-Komplex - Rechercheübersicht

2023-11-30

Neukölln-Komplex - Rechercheübersicht […] Diese Webseite sammelt Informationen rund um den Neukölln-Komplex (NKK). Als NKK wird eine rechte Gewaltserie in Berlin-Neukölln bezeichnet. Dazu zählen seit 2009 mindestens 200 Straftaten, darunter dutzende Brandstiftungen und mindestens zwei Morde auf offener Straße. Trotz einem bekannten Täterkreis hat es bis heute keine umfassende gerichtliche Aufarbeitung des Komplex gegeben. Viele Betroffene sehen Fehler bei den Sicherheitsbehörden. Manche argumentieren, dass ein rechtes Netzwerk mit Verbindungen in Polizei und Justiz die Auflärung sogar aktiv … Read more →

281

# Exploratory Factor Analysis in R

2023-11-30

This online course describe how to extract and use open source data for factor analysis in R. […] Course Overview Hi All, Welcome to the Online Course on “Exploratory Factor Analysis in R”. This is an online course designed to deepen your understanding of how to conduct factor analysis in R. The target audience are graduate students, researchers, and anyone interested in learning how to use open-source data for factor analysis. Factor analysis is a data reduction method used to explore and validate the structure of observed variables in multivariate data. Please read the course syllabus … Read more →

282

# Trabajo final - PLE

2023-11-29

Porlles Castillo Sharif Snyder … Read more →

283

# Stat 340 Notes: Fall 2023

2023-11-29

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 →

284

# Stat 140 Notes: Fall 2023

2023-11-29

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 →

285

# CPU设计实战：LoongArch版

2023-11-29

CPU设计实战：LoongArch版 […] CPU，中文全称为中央处理单元，简称处理器，是现代电子计算机的核心器件。如果你想了解一台计算机是如何构建并工作起来的，那么深入了解CPU的设计非常有用。不过，这个美好的愿望是否会遭遇骨感的现实呢？毕竟一谈及CPU，大家马上会想到的是英特尔（Intel）、超微半导体（AMD）、苹果（Apple）、安谋（ARM）、高通（Qualcomm）这些国际知名公司生产的产品，进而认为CPU设计是一件遥不可及的事情，普通学习者要想掌握它简直就是天方夜谭。 那么CPU设计到底难不难呢？实话实说，要做出具有世界一流水平的产品确实不容易。别看CPU个头不大，它却是一个复杂度极高的系统。设计CPU挑战的 … Read more →

286

# Speaking: The free book (chapter)

2023-11-28

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 →

287

# Computational Social Science Notes

2023-11-28

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. [...] This book is a repository of my notes in computational social science from reading Salganik’s Bit By Bit, as well as open access curricula released by the SICSS ... Read more →

288

# ST429 - Statistical Methods for Risk Management

2023-11-28

This involves a series of coding sessions for ST429. […] Coding sessions for ST429 are included … Read more →

289

# Informe Final

2023-11-27

Chuqui & Perez Integrantes del grupo Chuqui Diaz Gianpier Perez Perez … Read more →

290

# Reviewing Scientific Literature Seminar Workbook

2023-11-27

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 →

291

# Xu’s Introduction to Option Trading

2023-11-25

Use a week time to master the basic concept of option trading […] This book aims to solve one problem on how to use one week to master the core concept of option trading. It lays emphasis on graphs and figures to help you understand the core concept. Hope you can implement simple strategy in real world and gain the ability to read more advanced classic books such as: If you have any critics or feedback, please send email to … Read more →

292

# Курс 'Разработка пакетов на языке R'

2023-11-25

Бесплатный видео курс по разработке собственных пакетов на языке R. […] Мое знакомство с языком R началось в 2016 году, когда я решил использовать его для сбора данных через API из различных рекламных платформ. Для некоторых из них уже существовали готовые решения в виде пакетов, но для менее известных площадок пришлось создавать собственные инструменты. Тогда я столкнулся с ограниченностью существующих ресурсов и решил самостоятельно разобраться в создании R-пакетов. На тот момент подробных руководств было мало, и я приходил к пониманию процесса методом проб и ошибок. Используя базовые … Read more →

293

# Modele rynku kapitałowego

2023-11-24

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_i) – … Read more →

294

# Systematic Reviewing Scientific Literature Seminar Workbook

2023-11-18

This is the seminar handbook for systematic reviewing scientific literature that outlines the weekly tasks for each seminar […] This module aims to develop student’s knowledge and understanding of the systematic reviewing of academic literature. This includes developing an appropriate search string, screening process, study eligibility criteria, data extraction form/table, quality appraisal tool and other methodological features associated with the systematic reviewing process. This process minimises potential reviewer biases and increases the methodological rigor. Using these skills … Read more →

295

# 2023年度：データサイエンス 第4回

2023-11-18

2023年度：データサイエンス 第4回 […] … Read more →

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2023-11-18

297

# Trabajo de Progra. lenguaje estad.

2023-11-18

Sharif Porlles Trabajo de … Read more →

298

# r4ds:ggplot2

2023-11-17

Hadley Wickham This website us the ggplot visulization sections of Hadley Wickham’s book 2nd edition of “R for Data Science”. … Read more →

299

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

2023-11-16

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 →

300

# Become a disease detective: Solve an outbreak

2023-11-16

This is a step-by-step guide for the presentation by R-Ladies Melbourne for “It takes a spark” on 17-Nov-23, [...] Caitlin, Dionne, and Lauren are from R Ladies Melbourne, and we are here because we want to teach you how to program in R! R-Ladies is a world-wide organisation whose mission is to promote gender diversity in the R community. See the R-Ladies global website or R-Ladies Melbourne for more information! Coding is writing instructions that a machine or computer can understand to perform a task. R is a programming language and free software environment for statistical ... Read more →

301

# Crédibilité: théorie et applications avec R

2023-11-15

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 →

302

# STA 265 Notes (Methods of Statistics and Data Science)

2023-11-14

This are notes for STA 265 at Murray State University for students in Dr. Christopher Mecklin’s class. […] This chapter includes both material from the textbook and material that I have added to aid you in using R and R Studio for statistical and data science tasks. To both illustrate the 4-Step Process of statistical modeling and to review the two-sample (t)-test, I will illustrate testing to see if there was a statistically significant differnce between two different sections of a class on their final exam, where one section took a final on Monday morning and the other one on Friday … Read more →

303

# Introduction to R: Exercises

2023-11-14

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 →

304

# R Programming for Psychometrics

2023-11-13

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This 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 →

305

# 제조 전문가의 AI 솔루션 설계 : 5일 완성

2023-11-11

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. [...] 디지털 기술의 투자 비중은 클라우드에 집중되어 있으며, AI 투자는 매우 저조한 상태이다. 클라우드는 47.3%이지만, AI는 1.7%이다. 제조 분야에서 인공지능 디지털 활용율은 1.6%이며, 금융 11.1%, 통신 17.1%에 비해서 매우 낮은 편이다.(’21, NIS) 제조 AI 솔루션의 확산을 위해서는 본질을 이해할 필요가 있다. 제조AI ... Read more →

306

# Recopilación de Ejercicios de Farmacocinética

2023-11-08

Este pequeño compendio recopila ejercicios de farmacocinética para la materia de Biofarmacia y Farmacocinética. Algunos ejercicios no son de mi autoría, sin embargo, se le da crédito a cada uno de los … Read more →

307

# Introducción al Análisis de Datos

2023-11-08

Grupo 7 Atencio Alejo, Alexander Gutierrez Huaman, Jesus Hernesto Huerta Tiburcio, Kennedy Brayan Perez Perez, Carla Estefani Xiomara Villa Yataco, Krisstell Si sientes una fascinación por el mundo del análisis de datos y tienes un deseo genuino de adentrarte en los universos de la exploración y preparación de datos del lenguaje R y Rstudio, has llegado al lugar indicado. En este espacio, te sumergirás en un mar de conocimiento que te proporcionará las bases necesarias para comprender y dominar estas poderosas etapas del proceso de análisis de datos. … Read more →

308

# Geostatystyka w R

2023-11-08

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 →

309

# Mit Emma durch den Daten-Dschungel

2023-11-08

Begleitdokument zur Selbstlerneinheit “Mit Emma durch Daten-Dschungel” […] Dieses Tutorial soll Dich bei der Bearbeitung des Selbstlernkurses “Mit Emma durch den Daten-Dschungel” unterstützen. Du hast mit Emma bislang verschiedene Schritte auf ihrem Weg zur empirischen Abschlussarbeit erlebt. Nun kannst Du gemeinsam mit Emma das Auswertungsprogramm “R / RStudio” kennenlernen. (R ist das eigentliche Auswertungsprogramm; RStudio ist eine nutzerfreundliche Entwicklungsumgebung zur einfacheren Bedienung des Programms R.) Dieses Dokument soll Dir helfen, die einzelnen Schritte der … Read more →

310

# STM1001 Topic 8: Correlation and Simple Linear Regression

2023-11-08

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 →

311

# Statistiek en Excel

2023-11-06

Dit is de reader voor de module Statistiek en Excel […] De cursus Inleiding Exacte Vaardigheden (voltijd) en Biomedische Basisvaardigheden (deeltijd) maken deel uit het studieprogramma van de VL1, tijdvak 1, periode A. Het is respectievelijk een onderdeel van de voltijds en de deeltijds propedeuse van de opleiding Life Sciences. De kennis en vaardigheden die worden opgedaan sluiten aan bij de thema’s ‘Health & Disease’, ‘Food & Health’ en ‘Sustainibility’. De cursus bestaat uit 2 modules: Deze online reader is voor Statistiek en Excel. Meer informatie over de overkoepelende cursus … Read more →

312

# 2023年度：データサイエンス 第3回

2023-11-04

2023年度：データサイエンス 第3回 […] … Read more →

313

# 2023年度：データサイエンス 第2回

2023-11-03

2023年度：データサイエンス 第2回 […] … Read more →

314

# 2023年度:データサイエンス　第１回

2023-11-03

2023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． … Read more →

315

# CASA0005 Geographic Information Systems and Science

2023-11-03

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 →

316

# STM1001 Topic 7: One-way ANOVA

2023-11-02

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 →

317

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

2023-11-01

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 →

318

# Índice de Condición Integral

2023-10-27

PREFACIO | Índice de Condición Integral […] Las valoraciones integrales a partir de múltiples variables involucran aspectos cuya conceptualización y manejo pueden ser complejos. ¿Cómo deben valorarse las categorías de las variables?, ¿cómo ponderar las variables para generar constructos intermedios que den lugar a un índice integral?, ¿cómo manejar escenarios en los que se consideren constructos de diferentes jerarquías?, ¿cómo escalar los índices obtenidos? Este libro aborda estas y otras cuestiones, tanto desde lo conceptual como desde lo operacional, presentando una metodología en la que … Read more →

319

# Economics 395: Forecasting

2023-10-26

Economics 395: Forecasting […] This resource is a compilation of Dr. Jaya Jha’s notes and code for Economics 395: Economic Forecasting. This course uses Introduction to Time Series Analysis and Forecasting as the primary textbook.1 The code sections for this class use the same data and visualizations from Introduction to Time Series Analysis and Forecasting, but not the methods.2 The methods used are from Forecasting: Principles and Practice by Rob J. Hyndman and George Athanasopoulos.3 Montgomery, Jennings, and Kulahci, Introduction to Time Series Analysis and Forecasting.↩︎ Montgomery, … Read more →

320

# Personal Notes: A Student’s Guide to Bayesian Statistics

2023-10-25

Peter Baumgartner This Quarto book collects my personal notes, trials and exercises of the A Student’s Guide to Bayesian Statistics by Ben … Read more →

321

# SWBio Bioinformatics course task book

2023-10-25

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 →

322

# An Introduction to R Analytics

2023-10-24

This is a blueprint of an introduction to R. […] Welcome to the world of data analysis! “Introduction to R in Data Analytics” is your friendly guide to understanding how to use the R programming language for playing with data. If you’re new to this, don’t worry - we’ve got you covered. This book takes you step by step, teaching you how to make sense of data using R. We’ll show you how to organize information, create cool charts and graphs, and even predict trends from data. You’ll learn all about the powerful tools that R offers for understanding numbers and patterns in data. But we won’t … Read more →

323

# Introducción a la ciencia de datos con R.

2023-10-21

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 →

324

# 2023年度:データサイエンス　講義概要

2023-10-20

2023年度:データサイエンス　講義概要 […] 本ページは2023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． 本講義では教科書の内容をベースにした講義資料を基に進めていきます。基本的に教科書の方が網羅的な内容となっているので 講義の中でわからない部分については適宜対応する教科書を内容を確認・自習するようにしてください。 また、R/RStudioを利用したプログラミングについても触れます。 ChatGPTなどを使ってプログラミングを支援してもらうことは一向に構いません。 これらのGenerativeAIは昨今話題になり、急速に社会に浸透しつつあります。 おそらく皆さんが大学を卒業し社会に出ていく頃には、さらに研究・開発が進み … Read more →

325

# Precalculus: 01 Function

2023-10-19

Peter Baumgartner This Quarto book collects my personal notes, trials and exercises for the first chapter “Function” of Abramson, J. (2021). Precalculus 2e (2nd ed.). OpenStax College. Because of the huge amount of the material in the book I am planning a separate Quarto book for each of the 12 chapters of Precalcuclus. (So the plan: I am not sure if I will ever finish this monster project 😜) I will go through the text and note the most important content for me to learn. This results in a subjective collections of text pieces: Conditional on my previous knowledge (at that time) I will include … Read more →

326

# 제조 전문가의 AI 솔루션 설계 : 5일 완성

2023-10-18

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. [...] 디지털 기술의 투자 비중은 클라우드에 집중되어 있으며, AI 투자는 매우 저조한 상태이다. 클라우드는 47.3%이지만, AI는 1.7%이다. 제조 분야에서 인공지능 디지털 활용율은 1.6%이며, 금융 11.1%, 통신 17.1%에 비해서 매우 낮은 편이다.(’21, NIS) 제조 AI 솔루션의 확산을 위해서는 본질을 이해할 필요가 있다. 제조AI ... Read more →

327

# You Can Learn R

2023-10-17

This is a resource to help teach people how to learn R. … Read more →

328

# Estatistica Experimental na Agricultura com R

2023-10-16

Este é um livro criado para o curso. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] ... Read more →

329

# Marketing Research

2023-10-16

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

330

# Fundamentos de Programación en R y Python

2023-10-16

Grupo 7 Atencio Alejo, Alexander Gutierrez Huaman, Jesus Hernesto Huerta Tiburcio, Kennedy Brayan Perez Perez, Carla Estefani Xiomara Villa Yataco, Krisstell Si sientes una fascinación por el mundo de la programación y tienes un deseo genuino de adentrarte en los universos de R y Python, has llegado al lugar indicado. En este espacio, te sumergirás en un mar de conocimiento que te proporcionará las bases necesarias para comprender y dominar estas poderosas herramientas de programación. … Read more →

331

# Examen Parcial

2023-10-16

Grupo 04 Este Examen Pacial esta hecho en Quarto book, además esta hecho de forma grupal y los integrantes son los siguientes: Hidalgo Huachaca Dante Sebastian (22140235) Huaman Mejia Franseska Celeste (22140234) Arapa Lazo Julio César (22140218) Atachao Vela, Jorge Alonso (21140085) En este trabajo de investigación se tratará de abordar todo lo relacionado con R con el propósito de ayudar e incentivar el estudio de este importante programa en la rama de la Estadística. Se abordara los fundamentos del programa (qué es R, qué es IDE - Rstudio y la programación orientada a objetos). Como … Read more →

332

# R for Applied Economics: A Beginner’s Guide

2023-10-15

R for Applied Economics: A Beginner’s Guide […] Welcome to the R guide! This is a work in progress. I’ll continue to update it as the quarter goes along, and I appreciate your feedback about how I can make it most helpful. Please email me (mbrown35@stanford.edu) if you have comments or suggestions about this guide, or you can always mention it when you see me in class or in office hours. I anticipate that the guide will be useful for two audiences. The narrow audience is students in Prof. Hunt Allcott’s Empirical Environmental Economics (E3) course at Stanford.1 This website is a companion … Read more →

333

# Analysing CRISPR Screens with edgeR

2023-10-15

This is a book version to write a book. set in the _output.yml file. The HTML output format for this example is bookdown::gitbook, [...] Welcome to the “Analyzing CRISPR Screens with edgeR”. Our aim is to empower researchers like you with the tools and knowledge needed to navigate the complex landscape of CRISPR data analysis. This platform serves as the central hub for a comprehensive guide on leveraging one of the most commonly used differential expression analysis Bioconductor package edgeR, for the analysis of CRISPR screens. Whether you’re delving into CRISPR experiments for the ... Read more →

334

# My R Markdown Document

2023-10-13

My R Markdown Document […] 通过观测点数据模拟整个大棚环境变量，进行可视化展示 … Read more →

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2023-10-13

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# STM1001 Topic 4B (Science and Health)

2023-10-13

STM1001 Topic 4B (Science and Health) […] In this topic, we will discuss sampling considerations (external validity). Following an overview of sampling, we will consider various sampling methods, along with specific considerations for each … Read more →

337

# Probability & Bayesian Modeling

2023-10-12

Peter Baumgartner This Quarto book collects my personal notes, trials and exercises of Probability & Bayesian Modeling by Jim Albert & Jingchen … Read more →

338

# Multi-level Modeling: Nested and Longitudinal data

2023-10-11

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, [...] This is a course on models for multilevel nested data. These data arise in nested designs, which are quite common to education and applied social, behavioral and policy science. Traditional methods, such as OLS regression, are not appropriate in this setting, as they fail to model the complex correlational structure that is induced by these designs. Proper inference requires that we include aspects of the design in the ... Read more →

339

# Design Notebook

2023-10-08

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. [...] This is a note for popular clinical trial designs. Each design contains some corresponding literature, a shiny app for calculation and computation ... Read more →

340

# Bayesian Statistics the Fun Way

2023-10-06

Peter Baumgartner This Quarto book collects my personal notes, trials and exercises of the Bayesian Statistics the Fun Way: Understanding Statistics and Probability With Star Wars, LEGO, and Rubber Ducks by Will Kurt (Kurt 2019). I am not an expert in statistics. During my study in sociology back in 1970er I had only rudimentary learned about frequentist statistics. There weren’t computer only via time-sharing and keypunching for card-to-tape converter available. This was painstaking and not motivating because it had not much practical values. 10 years later I worked sometimes with SPSS but … Read more →

341

# STM1001 Topic 3: Probability and Distributions

2023-10-06

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 →

342

# Inclusive Growth Index: Results

2023-10-05

The documentation shows preliminary data processing and results retrieved when compiling the Inclusive Growth Index (IGI). It also presents and analyzes the final results. [...] The documentation shows preliminary data processing and results retrieved when compiling the Inclusive Growth Index (IGI). It also presents and analyzes the final results. Following R packages should be installed and ... Read more →

343

# STM1001 Topic 2 - Descriptive Statistics

2023-10-04

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 →

344

# Machine Learning and Neural Networks

2023-10-01

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 →

345

# Balance 3B

2023-09-29

Jane Doe Cuota general; se recaudó S/80.00 soles que se entrego al comite general. Cuota del aula; se recaudó S/130.00 soles de los cuales se compró una cartera de S/120.00 soles y una bolsa de regalo de S/10.00 soles quedando pendiente el pasaje gastado (S/2.00 soles). Se recaudo S/270.00 soles de los cuales se gastó en vasos personalizados 3.80 x 27 los que nos da: Aparte se gastó en lo siguiente: Dando como gasto total lo siguiente: Entonces si hacemos una resta simple de lo recaudado en esta actividad menos lo gastado en total nos quedaria lo siguiente: Nos queda S/40.60 soles más los … Read more →

346

# Programando en R

2023-09-28

Julio Arapa R es un entorno de software libre (licencia GNU GLP) y lenguaje de programación interpretado, es decir, ejecuta las instrucciones directamente, sin una previa compilación del programa a instrucciones en lenguaje máquina. El término entorno, en R, se refiere a un sistema totalmente planificado y coherente, en lugar de una acumulación de herramientas específicas e inflexibles, como suele ser el caso en otros softwares de análisis de datos. Este entorno es comúnmente utilizado para la computación estadística y gráfica, ya que dispone de una amplia variedad de técnicas estadísticas … Read more →

347

2023-09-28

Jane Doe R es un entorno y lenguaje de programación que se centra en el análisis estadístico. Surgió como una implementación de código abierto del lenguaje S, enriquecido con capacidades de ámbito estático. Se ha convertido en uno de los lenguajes de programación más prominentes en la investigación científica y es especialmente destacado en áreas como aprendizaje automático (machine learning), minería de datos, econometría, investigación biomédica, bioinformática y finanzas. Esto se debe en gran medida a su capacidad para cargar diversas bibliotecas o paquetes que ofrecen funcionalidades de … Read more →

348

# El lenguaje R

2023-09-28

Dante Hidalgo R es un lenguaje de programación que permite realizar análisis de datos escribiendo scripts y funciones. R es un lenguaje interactivo orientado a objetos, este ha sido diseñado por estadísticos para los estadísticos. El lenguaje proporciona objetos, operadores y funciones que hacen que el proceso de exploración, modelado y visualización de datos sea natural. Los análisis completos de datos a menudo pueden ser representados en unas pocas líneas de código. Además, R es un proyecto de software libre. Esto no sólo significa que se puede descargar y utilizar de forma gratuita, sino … Read more →

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351

# Sobre el lenguaje R

2023-09-27

Celeste Huaman R es un entorno y lenguaje de programación con un enfoque al análisis estadístico. R nació como una reimplementación de software libre del lenguaje S, adicionado con soporte para ámbito estático. Se trata de uno de los lenguajes de programación más utilizados en investigación científica, siendo además muy popular en los campos de aprendizaje automático (machine learning), minería de datos, econometría, investigación biomédica, bioinformática y en el campo económico-financiero. A esto contribuye la posibilidad de cargar diferentes bibliotecas o paquetes con funcionalidades de … Read more →

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2023-09-27

353

# TRABAJO LENGUAJE DE PROGRAMACION ESTADISTICA

2023-09-27

Huaman Llanos Felix Moises Una variable es un nombre que hace referencia a un valor. Una de las características más poderosas de un lenguaje de programación es la capacidad de manipular variables. Una variable es el nombre de una ubicación de memoria reservada que contiene algún valor. Por ejemplo: x = 10. Aquí, ‘x’ es el nombre de la variable, el signo igual (=) es un operador de asignación y 10 es el valor o literal. Entonces, al usar un operador de asignación (=) en Python, podemos reservar memoria para el valor sin declararlo explícitamente. Para asignar el valor a una variable, … Read more →

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# Aprendiendo a Programar

2023-09-27

Diego Cusi … Read more →

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2023-09-27

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# Behavior Analysis with Machine Learning Using R

2023-09-27

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 →

360

# STM1001 Topic 1: Introduction to statistics and presenting data

2023-09-26

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 →

361

# Programando en R y Rstudio

2023-09-26

Kennedy Huerta Tiburcio … Read more →

362

# Ejemplos para Pruebas de Comparación de Medias con R

2023-09-26

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. [...] Material complementario para estudiantes de las carreras: Licenciatura en Cs. Biológicas y Licenciatura en Bromatología de la Facultad de Ciencias ... Read more →

363

# Inclusive Growth Index - Methodology

2023-09-26

This is a methodological guide for compilation of the Inclusive Growth Index (IGI). Each chapter contains detailed information about individual steps required for the IGI compilation and production. The Inclusive Growth Index is a composite indicator of growth developed by UNCTAD. The 2023 edition of the IGI is calculated by using updated data series, following the methodology from 2022. In the version developed in 2022 (see SDG Pulse 2022), it consists of 27 baseline indicators, grouped in 4 pillars (economic growth, living conditions, equality and environment). The SDG Pulse 2022 chapter is … Read more →

364

# Doing Meta-Analysis in R

2023-09-26

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 … Read more →

365

# المملكة العربية السعودية

2023-09-23

يقدم هذا المقال لمحة بسيطة عن المملكة العربية السعودية والاحتفال باليوم الوطني، بالإضافة إلى تقديم نظرة عامة على حياة الملك … Read more →

366

# Esercizi per il corso di Statistica di Base

2023-09-22

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 →

367

# 381M Course Bookdown

2023-09-20

This is a textbook for the course J381M at UT-Austin. […] Welcome to the J381M Textbook! In this course, we will learn how to use R for Computational Communication Research and Data Science, focusing on skills such as data wrangling, basic statistics, data visualization, data collection, NLP, network analysis, and machine learning. This is a survey course that is meant to give you a taste of data science. In truth, many of these topics are rich enough to warrant full courses. This textbook is best paired with the J381M course materials, including lectures, readings, and course assignments. … Read more →

368

# Jasper and I: Socratic Dialogues

2023-09-19

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. [...] Artificial intelligence (AI) technology applies the current body of knowledge in the collective mind of humanity to answer queries in human language, using the term knowledge as the intermediate stage of progression from information to wisdom. These series of essays are a dialogue of this collective mind in its brand as Jasper.ai, engaging in a rational dialogue with an enquirer researching the limits of AI in the more ... Read more →

369

# ORCA Transitional Facility Manual V4.1

2023-09-19

Bob Dagg … Read more →

370

# CS5702 Modern Data Book

2023-09-18

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 →

371

# Cônicas e Superfícies Quádricas

2023-09-16

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. [...] As cônicas e as superfícies quádricas têm uma longa história e são objetos matemáticos de grande importância. Elas desempenham um papel fundamental em diversas áreas da ciência, como física, engenharia, arquitetura e computação gráfica. Além disso, esses conceitos são essenciais para o estudo da geometria e do cálculo. Neste material, iremos explorar as propriedades fundamentais das cônicas, incluindo elipses, parábolas ... Read more →

372

# Shamballa: Outline of a Book

2023-09-16

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 an outline of a forthcoming book on the subject of: A program review of the Plan for Humanity in preparation for the externalization of the planetary spiritual Hierarchy and the imminent return of the World Teacher, a Plan being implemented by the Group of World Servers in seven major fields of ... Read more →

373

# GSB 518 Handouts

2023-09-16

Kevin Ross This is a selection of Handouts for Cal Poly GSB 518, Essential Statistics for Business Analytics, covering topics in Probability and Statistics. Here are some R packages that might be used throughout the … Read more →

374

# The Cosmic Chessboard: An Archetypal Odyssey

2023-09-13

This reimagined narrative will take young readers on an enlightening journey through the cosmos, where each chess piece carries its unique universe of stories, with unadorned prose and philosophical reflection. Chapter 1 - Sun’s Sovereign King: The Father King, embodying the Sun’s daylight radiance, takes center stage in this chapter. Its pivotal role in the game echoes the Sun’s pivotal position in our solar system—a source of power for all to share and protect. Chapter 2 - Moon’s Veiled Queen: The narrative then moves to the Mother Queen of the Night and Guardian of the Earth. A figure of … Read more →

375

# ACT2060 - Applications probabilistes des risques actuariels

2023-09-08

Notes de cours du ACT2060-Applications probabilistes des risques actuariels, du baccalauréat en actuariat, UQAM. […] Ce site contient les notes de cours pour le ACT2060 - Applications probabilistes des risques actuariels, un cours obligatoire du baccalauréat en actuariat de l’UQAM. L’objectif de ces notes est d’introduire les étudiants aux concepts de base de l’actuariat en assurance IARD 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 ce … Read more →

376

# Quick Introduction to R/RStudio - online notes

2023-09-07

This is a set of minimal introductory notes, developed by Dr. Jessica Kraker for use at UW - Eau Claire and in community education. Original notes were devised for the UWEC DS 140 course. […] Contact: Please contact Jessica Kraker at krakerjj@uwec.edu with questions or … Read more →

377

# Leaflet in Practice: Create webmaps using the JavaScript Leaflet library

2023-09-04

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 book was written to assist the budding GIS specialist, geographer or cartographer who has an interest in quickly learning how to create webmaps with minimal knowledge of JavaScript. The aim of this book is to bring the learner up to speed on how to create almost any kind of webmap using Leaflet. Written from the point of a self-taught programmer, this is more of a guide book on how to navigate the Leaflet ... Read more →

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2023-09-04

379

# Data Wrangling and Visualization Guide

2023-09-03

This book is meant to provide a guide to those who have little to no experience in R and R studio to conceptions dealing with data and statistics. R is a powerful tool allowing highly customizable data visualization and offers many different formats and applications to users. […] These modules are here to present a succinct guide to using R, RStudio, and R Markdown for data wrangling and visualization. This guide is meant for those who have little to no experience in programming. My purpose in designing these modules is to provide a brief yet clear guide to learning the basic theory of these … Read more →

380

# Foundations of Statistics

2023-08-31

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 →

381

# STA 125 Notes (Statistical Reasoning)

2023-08-30

This are notes for STA 125 at Murray State University for students in Dr. Christopher Mecklin’s class. […] These notes are meant to supplement, not replace your textbook. I will occasionally cover topics not in your textbook, and I will stress those topics I feel are most important. “Statistical Reasoning” is a new course at Murray State, where the major goal of the course is to become a “consumer” of statistics rather than a “producer” of statistics. Thus, our emphasis will be on the correct interpretation of statistical results that you might run across in the media, particularly as … Read more →

382

# Syllabi

2023-08-29

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 document that contains syllabi for the courses taught by Hannah Lunkenheimer. Please reference this doc any time you have questions about your course. If you can’t find an answer, please try troubleshooting, checking your e-mail, Canvas, Slack, or e-mail me your question. Also, if you find any mistakes, please let me know. ... Read more →

383

# Cooking After Retirement

2023-08-29

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 →

384

# R Outout Gallery

2023-08-29

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 →

385

# Introduction to Statistics: Excel Lab Manual

2023-08-29

This is an Excel computer lab manual to be used in an Introduction to Statistics course at QCC. […] Statistics is present in many ways in our lives. Statistical methodology can be found in surveys, sampling, clinical trials, studies of biomedical treatments, digital marketing, finance, etc. In recent years, Statistics has undergone changes in its techniques and approaches because of the need to analyze exceptionally large and complex data sets that arise all around us but cannot be done by hand. Since we have more powerful computers available to us at the present time, we can employ them to … Read more →

386

# Green Crab Management Tools: A Guide

2023-08-28

This is a guide to illustrate the functions and tools contained within the European Green Crab Management Tools web app. To plan or interpret green crab monitoring and removal efforts, it is necessary to understand how the true state of the system produces our observations of the system. A trap or environmental DNA (eDNA) collection is a probabilistic sample of the true state of the environment. This idea is fundamental to the web app. True capture rate and trap-adjusted capture rate are two key terms that will be used frequently throughout. For a given spatial extent, time of year, and trap … Read more →

387

# GGA 2023 Poster References

2023-08-22

GGA 2023 Poster References […] This is a list of relevant references for the poster titled “Multiple Haplotypes Contribute Toward the Rapid Evolution of Pyrethroid Resistance in Aedes aegypti” by Jennifer Baltzegar and Fred Gould. Presented at the NCSU Genetics and Genomics Academy Retreat at Hunt Library on August 25, 2023. Jennifer Baltzegar: jen_baltzegar@ncsu.edu … Read more →

388

# Draft Panduan Survei Kehati

2023-08-22

Panduan praktis mengenai survei keanekaragaman hayati […] Fauna & Flora Internationals Indonesia Programme Panduan ini ditujukan untuk siapa saja yang tertarik melakukan survei keanekaragaman hayati (kehati), terutama bagi praktisi di dalam Fauna & Flora Internationals Indonesia Programme (FFI’s IP). Panduan ini disusun agar pemantauan kehati dapat dilakukan dengan standar minimum yang sama, akurat, dan dapat digunakan untuk pengambilan keputusan ilmiah. Panduan ini adalah ringkasan umum untuk melakukan pemantauan pada empat taksa berikut: Avifauna, Herpetofauna, Mamalia, dan Vegetasi … Read more →

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2023-08-22

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 →

390

# R Companion for Intermediate Stats

2023-08-21

This is a compilation of R code and output interpretation to accompany an Intermediate Inferential Statistics course taught at JMU. It is not intended to teach the statistics, but rather to support R coding and interpretation. [...] This book is intended to serve as a guide for the R functions you will be running in PSYC 605. The statistics will be covered in class; this is to support your analysis using R. This is not intended to be an exhaustive guide to R but rather a tool to aid in your work. For clarity’s sake, repeated tests between statistical techniques will be fully explained ... Read more →

391

# Myocarditis Redcap wiki

2023-08-18

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 →

392

# Analytics for a Changing Climate: Introduction to Social Data Science

2023-08-15

This will serve as a course reader for SOC 128D, Summer 2023. […] Office Hours: Fridays and Mondays, 11:00am-12:30pm https://calendly.com/tylermcdaniel/tyler-s-office-hours Course Description: Data science has rapidly gained recognition within the social sciences because it offers powerful new ways to ask questions about social systems and problems. This course will examine how tools from data science can be used to analyze pressing issues relating to disaster, inequality, and scarcity in the Anthropocene (the current period in which humans are the primary driver of planetary changes). We … Read more →

393

# RNAseq analysis

2023-08-15

RNAseq analysis […] The bookdown version of these pages is published on my page at intro-to-R and here, … Read more →

394

# R Guide

2023-08-11

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 →

395

# R Tools for Market Research

2023-08-11

This is a short introduction to some methods used in market research. […] This short book is a practical guide to using R for market research. It provides an overview of some market research tools and methods, with a focus on their practical implementation in R. Each chapter includes step-by-step instructions on how to use R to implement these methods, along with sample code. For suggestions please write to rossialessio095@gmail.com … Read more →

396

# Fantastic Genes and Where to Find Them

2023-08-09

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 →

397

# Homeworks for James’ Stats classes

2023-08-06

Homeworks for James’ Stats classes […] Howdy! This is a collection of 4 assignments from James Scott’s probability and Statistics courses, written by Zhifei Yu a.k.a … Read more →

398

# Princípios de Epidemiologia Veterinária

2023-08-02

Uma introdução aos princípios, técnicas, métodos e estratégias da Epidemiologia Veterinária. […] Este livro foi escrito, na maior parte durante a pandemia de COVID-19, com a finalidade de fornecer ao aluno de graduação em Medicina Veterinária um corpo de informação que o permita entender o complexo ambiente de trabalho em que ele vai se inserir neste século XXI. Embora os capítulos possam ser lidos em separado, há uma ordem de construção do raciocínio epizootiológico na sequência dos capítulos, para quem se dedicar a segui-los. Eu usei para a construção deste livro o software R (R Core Team … Read more →

399

# Towards building stock decarbonisation: A streamlined algorithm for Measurement and Verification at scale.

2023-07-27

Towards building stock decarbonisation: A streamlined algorithm for Measurement and Verification at scale. […] This project used Highfield Campus, Southampton, as a case study to demonstrate how the energy modelling process can be streamlined at scale. The algorithm shown is able to individually create 3 parameter change point models for each building in a large dataset simultaneously, whilst uniquely selecting the best fitting balance point for each. This document will explain how the code can be replicated or customised for use in other datasets. The full repository can be found on Github here. … Read more →

400

# Projeto de formação em Saúde Digital

2023-07-26

(Bruno, Pereira, and Faltay 2023) Com base nesses princípios, o PROFSAD atuará na interface entre educação e saúde, em parceria com as instituições envolvidas, visando à melhoria da qualidade da formação em Saúde Digital, envolvendo práticas de ensino, diretrizes pedagógicas, funções didáticas e orientação curricular. Realizado no contexto da formação acadêmica e profissional em saúde, o aporte crítico será condição crucial para o desenvolvimento de uma proposta curricular inovadora, em processo permanente de co-criação, em harmonia com o marco referencial tecnológico da SEIDIGI/MS, com as … Read more →

401

# STAT 331

2023-07-25

Ben Prytherch STAT 331, as the title states, is an “applied” statistics course. It is intended for anyone who has taken at least one introductory level statistics course, and who wants to learn more about the use of statistical methods in quantitative research. It covers many statistical tools that are usually considered too advanced for an introductory level class, but are nonetheless very popular. It also provides guidance on making data analysis decisions. Most assignments will involve looking up a published scientific paper for which the data are available and reproducing the main … Read more →

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2023-07-22

403

# Effective Ecology

2023-07-21

This is draft of the book Effective Ecology […] Roger D Cousens with ©2023 Roger D Cousens, with co-authors Mark R T Dale, Alkistis Elliott-Graves, Michael J Keough, Gerry P Quinn, Joshua I Brian, Jane A Catford, Jannice Friedman, Alyson C Van Natto, Bruce L Webber, Daniel Z Atwater, Maria Paniw, Chris M Baker, Thao P Le, Marc W. Cadotte and Françoise Cardou This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Note: The online version of this book is free to read here - thanks to Taylor & Francis/CRC Press.You can purchase a … Read more →

404

# Spatial transcriptomics data analysis: theory and practice

2023-07-20

This book will guide you through the practical steps of the in-person tutorial IP2 for the ISMB/ECCB 2023 conference in Lyon named: Spatial transcriptomics data analysis: theory and practice. […] This book will guide you through the practical steps of the in-person tutorial IP2 for the ISMB/ECCB 2023 conference in Lyon named: “Spatial transcriptomics data analysis: theory and practice”. Recent technological advances have led to the application of RNA Sequencing in situ. This allows for whole-transcriptome characterisation, at approaching single-cell resolution, while retaining the spatial … Read more →

405

# STA 440/441 Notes (Mathematical Statistics I)

2023-07-18

Notes for STA 440/441 at Murray State University for students in Dr. Christopher Mecklin’s class. […] Let’s start with an informal notion of probability, where we try to assign a numerical percentage or proportion or fraction to something happening. For example, you might be interested in the chance that it will rain tomorrow. How would you go about assigning a numerical value to this event? This would be an example of the subjective approach to probability, based on an event that cannot be repeated, although a weather forecaster might run many simulations of a weather model (which would be … Read more →

406

# 数据科学中的 R 语言

2023-07-18

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 →

407

# Lokal press

2023-07-17

Ukupan broj odgovora na anketu 181. Isitanici rade u ukupno 104 razlicitih medija. Tabelu sa spiskom medija i brojem ispitanika uposlenih po mediju pogledajte dole. Ispitanici su ostavili sledeće komentare |Column18 | |:——–|. Tabelu sa odgovorima na pitanje 22 pogledajte dole. Tabelu sa odgovorima na pitanje 27 pogledajte dole. Tabelu sa odgovorima na pitanje 43 pogledajte dole. Tabelu sa odgovorima na pitanje 49 pogledajte dole. Tabelu sa odgovorima na pitanje 50 pogledajte … Read more →

408

# Introduction to R for Health Data Science

2023-07-14

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 →

409

# R/RStudio Companion

2023-07-13

Companion document to Introduction to Statistical Investigations using R/RStudio. […] This companion was designed for use in STAT160 (Introduction to Data Science), however could be used for any intro-level data science course. 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 →

410

# CRT and Belief in God

2023-07-13

CRT and Belief in God […] This document contains essential codes and details required for the project. The file has several sections, including data cleaning, data checking, and analysis. Each section is designed to perform specific tasks, and you can easily navigate through the file to locate the relevant section. Each section provides codes, outputs, and explanations to help you understand the processes involved in the project. With this file, you have a comprehensive guide to executing the project successfully. The Dropox folder that contains the materials of this project can be found … Read more →

411

# Controle de Processos Químicos: Conceitos e Aplicações

2023-07-09

E-book em desenvolvimento. … Read more →

412

# Text Mining for Social Scientists

2023-07-07

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 →

413

# Targeted Learning in R

2023-07-07

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 →

414

# 10 Fundamental Theorems for Econometrics

2023-07-05

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 →

415

# Lineare Algebra

2023-07-04

Einführung in die lineare Algebra für Wirtschaftswissenschaften […] In den Wirtschaftswissenschaften braucht man viele Werkzeuge aus der Mathematik. Dazu gehören natürlich Optimierungsverfahren, die in dem Modul Mathematik 1 behandelt wurden, denn die Kernfrage der Ökonomik ist ja, wie man unter Berücksichtigung von Restriktionen optimal handelt. Ein weiteres für die Wirtschaftswissenschaften sehr nützliches Gebiet der Mathematik ist die lineare Algebra. Wo werden die Werkzeuge der linearen Algebra eingesetzt? Mit Hilfe von Vektoren und Matrizen lassen sich komplexe Situationen oder Modelle mit … Read more →

416

# Martine and The Start-Up

2023-07-04

Martine and The Start-Up […] “I don’t really like my first name.” Those are the first words that appear on the screen in front of Marie-Pierre. I burst into laughter and immediately confess, “Me neither!!” Marie-Pierre has a big smile, and we chat like two friends. The only difference is that Marie-Pierre talks to me through her screen, thanks to her gaze directed at the letters. Marie can no longer move. She has ALS (Charcot’s disease) and is completely paralyzed. Only her eyes allow her to communicate with those around her, and she does it with a great sense of humor. Deep inside me, as I … Read more →

417

# Martine et la Start-Up

2023-07-04

Martine et la Start-Up […] “Je n’aime pas beaucoup mon prénom.” Ce sont les premiers mots qui s’affichent sur l’écran en face de Marie-Pierre. J’éclate de rire et lui confie aussitôt : “Moi non plus !!” Marie-Pierre a un grand sourire et nous papotons comme deux amies. La seule différence est que Marie-Pierre me parle sur son écran, grâce à son regard dirigé sur les lettres. Marie ne peut plus bouger. Elle a une SLA (maladie de Charcot) et est complètement paralysée. Seuls ses yeux lui permettent d’échanger avec son entourage et elle le fait avec beaucoup d’humour Au fond de moi, en la … Read more →

418

# Data Donations - Tutorial Automated Content Analysis

2023-07-02

Data Donations - Tutorial Automated Content Analysis, LMU, Spring 2023 […] This online tutorial will accompany the seminar “News on and for Social Media”. It is part of the B.A. “Communication Research” (LMU, Spring 2023). In short, it supports the group using automated content analysis for analyzing data donations. This tutorial will introduce you to two main aspects: You are expected to work through the content of these tutorials before each of our regular sessions so we can use in-person meetings to discuss questions/test your new knowledge via exercises. Each tutorial includes First of … Read more →

419

# Econometria com Simulação e Visualização de Dados

2023-06-29

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 →

420

# R Language Introduction Course

2023-06-29

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] In this book, we will provide one way to master R language for beginners. … Read more →

421

# Course script for SICSS Paris

2023-06-26

This book serves as an accompanying script for the R sessions of the 2023 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 →

422

# Simulation Models of Cultural Evolution in R

2023-06-24

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 →

423

# Workshop: Interactive Data Analysis with Shiny

2023-06-23

Paul C. Bauer & Jonas Lieth This document serves as slides and script for the workshop Interactive Data Analysis with Shiny taught by Paul C. Bauer and Jonas Lieth (Gesis, Mannheim, Online, 5-7th of July 2023). Original material is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. Where we draw on other authors material 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 the github repository. If you have feedback or discover errors/dead … Read more →

424

# Notes for Survival Analysis

2023-06-20

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 book is the notebook for Survival Analysis - Techniques for Censored and Truncated Data authored by John P.Klein and Melvin L. ... Read more →

425

# Data Wrangling Recipes in R

2023-06-19

To save time. Many students and staff spend days and weeks wrestling with R code to prepare data for analysis. This resource is a valuable addition to conventional resources that are structured around function types. It illustrates the workflow, highlighting which functions are important to know and how to piece them together. Example coding is given to overcome many ways in which data can be messy, making practical tasks far easier to deliver. One PhD supervisor spent ages before they realised that the lack of an appropriate ID variable was the reason why their student couldn’t merge their … Read more →

426

# Duke Vascular Handbook

2023-06-18

Duke University Hospital vascular service expectations: DUH Vascular is an busy service. Our patients are often relatively sick, we run multiple ORs a day, and plans can change dramatically and often. It can be a very fun and rewarding experience when the whole team pulls together - and it can be stressful, chaotic, and dangerous for patients when communication and follow through are poor. With that in mind, we’ve put together the following expectations to help the service run smoothly and safely. First, a note about the service structure: DUH Vascular is currently split into two teams, the … Read more →

427

# _main.knit

2023-06-15

This textbook is designed to support the Advanced Higher Statistics course. … Read more →

428

# Intermediate Web Scraping and API Harvesting

2023-06-15

This book will cover web scraping with rvest and API harvesting. […] In today’s digital age, the internet serves as a vast repository of information, encompassing websites that offer valuable data for various purposes. While some of them are readily available to be “plucked” through an automated approach via suitable application programming interfaces (APIs), considerable amounts of information available on the web are primarily designed for human consumption and, therefore, not readily accessible for automated analysis or integration into data-driven projects. This is where web scraping … Read more →

429

# Financial Network and Risk Contagion

2023-06-13

This is a note on financial network, risk contagion and systemic risk. […] The book is a collection of notes of academic literatures on financial network, risk contagion and systemic … Read more →

430

# Applied longitudinal data analysis in brms and the tidyverse

2023-06-12

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 →

431

# Biostatistics Terminology

2023-06-12

Biostatistics Terminology … Read more →

432

# Vol and Var swaps

2023-06-08

This book aims at giving an insight and teach the basics of equity derivatives and structured products: composition, functioning, pricing and hedging. […] This book was created for students preparing interviews for internships / jobs in financial … Read more →

433

# Madurez digital en los municipios de la región del Biobío

2023-06-06

Memoria presentada para optar por el grado de Licenciado en Ciencias Políticas y Administrativas, en la facultad de Ciencias Jurídicas y Sociales de la Universidad de Concepción. Autor Abel Luis Muñoz Vera, profesor guía, Carlos Humberto Umaña Mardones. […] Nota: Este libro ha sido publicado por Abel Luis Muñoz Vera, utilizando el formato Rmarkdown que sirve para hacer documentos dinámicos con R y el software RStudio, gracias al paquete Bookdown se generaron los contenidos que luego fueron publicados en la plataforma Bookdown de Posit mediante el paquete rsconnect para su visualización como … Read more →

434

# AI and ML for Social Scientists - Artificial intelligence and Machine Learning for Social Scientists

2023-06-05

Website updated on 05 Juni, 2023. This website serves both as slides and script for the MA seminar AI and Machine learning for Social scientists taught by Paul C. Bauer at the University of Mannheim (Spring 2023). The material was/is being developed by Paul C. Bauer . The material is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. Where I draw on other authors’ materials (with their permission) other licenses may apply. I am grateful for feedback and if you find errors please let me know. This website was generated with … Read more →

435

# Computer Intensive Statistics: APTS 2022–23 Supporting Notes

2023-06-04

Computer Intensive Statistics: APTS 2022–23 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 →

436

# Statistics and Probability for Economics and Finance - 2022/23

2023-06-03

Notes for the R labs of the SPEF 22/23 course @UniBg […] You are reading the lecture notes of the R labs for the Statistics and Probability for Economics and Finance (SPEF) course at University of Bergamo (academic year 2022/23) taught by Prof. Raffaele Argiento, Prof. Michela Cameletti and Prof. Tommaso Lando. R is a great programming language especially designed for statistical analysis and data visualisation. The SPEF 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 … Read more →

437

# Language and sensorimotor simulation in conceptual processing: Multilevel analysis and statistical power

2023-06-02

Research has suggested that conceptual processing depends on both language-based and sensorimotor information. In this thesis, I investigate the nature of these systems and their interplay at three levels of the experimental structure—namely, individuals, words and tasks. In Study 1, I contributed to a multi-lab replication of the object orientation effect, which has been used to test sensorimotor simulation. The effect did not appear in any of the 18 languages examined, and it was not influenced by individual differences in mental rotation. Next, in Study 2, we drew on three existing data sets that implemented semantic priming, semantic decision and lexical decision. We extended these data sets with measures of language-based and vision-based information, and analysed their interactions with participants’ vocabulary size and gender, and with presentation speed. The analysis had a conservative structure of fixed and random effects. First, we found that language-based information was more important than vision-based information. Second, in the semantic priming study—whose task required distinguishing between words and nonwords—, both language-based and vision-based information were more influential when words were presented faster. Third, a ‘task-relevance advantage’ was identified in higher-vocabulary participants. Specifically, in lexical decision, higher-vocabulary participants were more sensitive to language-based information than lower-vocabulary participants, whereas in semantic decision, higher-vocabulary participants were more sensitive to word concreteness. Fourth, we demonstrated the influence of the analytical method on the results. Last, we estimated the sample size required to investigate various effects. We found that 300 participants were sufficient to examine the effect of language-based information in words, whereas more than 1,000 participants were necessary to examine the effect of vision-based information and the interactions of both former variables with vocabulary size, gender and presentation speed. This power analysis suggests that larger sample sizes are necessary to investigate perceptual simulation and individual differences in conceptual processing. Read more →

438

# MLFE R labs (2023 ed.)

2023-05-29

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 2022/23). 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 →

439

# AI and Machine Learning For Finance 2022/23

2023-05-28

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 2022/23). 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 →

440

# Curso: R para análisis de datos

2023-05-27

Contenido del curso: R para análisis de datos […] Este libro contiene las notas desarrolladas para acompañar el curso de “R para análisis de datos”. 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 →

441

# Generalized Linear Mixture Model

2023-05-25

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 a course in advanced statistical techniques that covers generalized linear models and extensions that are commonly used in health and policy research. Assuming a strong foundation in the general linear model (linear regression and ANOVA) and exposure to the linear mixed model (a.k.a. multilevel models), this course focuses on data analysis that utilizes models for categorical, discrete or limited outcomes, some ... Read more →

442

# R 语言学习笔记

2023-05-25

R 语言学习笔记 […] 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 本书 R Markdown 源文件托管在 Github 仓库里，本地使用 RStudio IDE 编辑，bookdown 组织各个章节的 Rmd 文件和输出格式，使用 Git 进行版本控制。每次提交修改到 Github 上都会触发 Travis 自动编译书籍，将一系列 Rmd 文件经 knitr 调用 R 解释器执行里面的代码块，并将输出结果返回，Pandoc 将 Rmd 文件转化为 md 、 html 或者 tex 文件。若想输出 pdf 文件，还需要准备 TeX 排版环境，最后使用 Netlify 托管书籍网站，和 Travis 一起实现连续部署，使得每次修改都会同步到网站。最近一次编 … Read more →

443

# MATH1006 Calculus

2023-05-22

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

444

# Handling, Measuring, Estimating and Visualizing Migration Data in R

2023-05-22

In many countries and regions, migration is becoming or already is the largest component of population change and important mechansim for both social and economic change. However, migration data is often of poor quality, missing or provided without disaggregation. Methods to estimate migration flows have been developed by demographers and other researchers to help address shortfalls and provide a platform to better understand patterns, trends and consequences. This manaul explores methods for measuring, estimating and visualising migration flow data, and their implementation in R. Readers will become familiar with useful R functions for handling migration data, a range of measures to summarise and compare migration systems, common estimation methods to overcome inadequate or missing migration data and recently developed methods to visualize complex migration patterns. While plenty of code samples and exercises are provided throughout the manual to build up the readers experience, some prior knowledge is required on how to handle and plot data using the tidyverse set of R packages. Read more →

445

# Bloomberg

2023-05-17

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. You can contact me at rh49@brighton.ac.uk. Thanks to Timothy Crack from the University of Otago for pointing out some errors. Timothy has an excellent case study that uses the Bloomberg terminal for an Applied Investments case. You can find the details here: Bloomberg Equity Screening (EQS) Exercise: Benjamin Graham Value Investing There is an overview of the history of … Read more →

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2023-05-14

447

# Implementing a Turing machine in R

2023-05-12

In this bookdown, a Turing machine is implemeted and some example programs are presented. Then, a function for creating animated gifs of a Turing machine is implemented, and we see some concrete examples on such gifs, using the already defined example programs. […] This is a bookdown created using rmarkdown. Code cannot be run directly in the book, but all necessary code is available so you can run it in your own R-session. If you want to try playing with the implemented functions or running some example programs yourself, remember to run all necessary functions, so you have them in your … Read more →

448

# Machine Learning-based Causal Inference Tutorial

2023-05-11

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. Topics currently covered: Please note that this is currently a living document. 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 illustrate key concepts using snippets of R code. Each chapter in this tutorial is self-contained. You can download … Read more →

449

# _main.knit

2023-05-11

This is a book. […] 我先談談為什麼書名取為「站穩小數據邁向大數據」。 不瞞各位讀者看官，第一次聽聞大數據，真的不懂。買了幾本書，跟其他師長來來回回多次口語激辯，稍微懂一些。但還是矇懞懂懂。最後，歸咎起來其實是「沒感覺」。 有人用「大、快、雜、疑」四個字描述什麼是「『大』數據」。正當全世界如火如荼、大啖大數據的各種傳聞之際，這世界出現了幾本名為「『小』數據」的著作。 聽過、聞過「大」，以為「小」是「大」的反義、以為「小數據」談的是放得進統計學課本的數據。如果是這樣的體悟，面對「大、快、雜、疑」的「大數據」，那「小數據」豈不就是「小、慢、純、信」嗎？ 但是，讀過那幾本「小數據」大作後，發現「小 … Read more →

450

# Impacts of Wetlands on Vegetation Recovery in Post-Fire Landscape: Hayman Fire Case Study

2023-05-10

The HTML output format for this is bookdown::gitbook, […] This is a book written in R Markdown and analyzes NDVI values for multiple sites within the Hayman Fire perimeter. Render book Build the book from the R … Read more →

451

# Fundamentals of Collecting and Analyzing Baseball Data

2023-05-09

Fundamentals of Collecting and Analyzing Baseball Data […] This book is an introduction to coding for baseball analytics. It would be most helpful if you have a basic understanding of R. Here a some resources: The first three chapters are about acquiring data. Lahman: the Lahman package contains several data frames about players, teams, pitching, hitting, fielding, and more. The version of the Lahman package used throughout this guide has data from 1871 to 2021. FanGraphs: this chapter is about data collected from the FanGraphs website or through an R package. During the midst of this … Read more →

452

2023-05-04

453

# Notițe pentru curs

2023-05-03

Prefață | Notițe pentru cursul de Software Statistic: Introducere în limbajul de programare R […] Suportul acesta de curs are scopul de a prezenta o introducere în limbajul de programare R si RStudio. Este destinat în special studenților anului 2 SPE. Pentru a putea folosi R aveți nevoie să instalați (Aprilie 2023): Limbajul R se instaleaza de la: www.r-project.org R Studio se instaleaza de la: https://posit.co/download/rstudio-desktop/ R Markdown notebook Celule noi Adăugați o celulă nou apăsând butonul Insert Chunk sau Ctrl+Alt+I. O celulă R se rulează plasând cursorul în interiorul ei și … Read more →

454

# Quantitative Methods Using R

2023-05-03

This book covers practical worked out examples which you can easily apply to your data set and also includes a discussion on how the example is working. We will cover descriptive and basic inferential statistics, including graphs, frequency distributions, central tendency, dispersion, probability, hypothesis testing, tests of mean differences, correlation, simple regression, and chi-square tests. This book is designed to facilitate graduate students of Educational Psychology to develop their knowledge and understanding of various statistical concepts and procedures in R programming as a … Read more →

455

# DSCI 335: Inferential Reasoning in Data Analysis

2023-05-02

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: This book will likely be updated and revised as the semester progresses. Feel free to read ahead, just don’t be surprised if something … Read more →

456

2023-04-28

457

# Applied Bayesian Modeling and Prediction

2023-04-26

Course notes for Applied Bayesian Modeling and Prediction (STAT 768) at Kansas State University for Spring 2023 semester […] This document contains the course notes for Applied Bayesian Modeling and Prediction (STAT 768) at Kansas State University. During the semester we will cover the basics such as the Bayesian model development, implementation, checking, and inference/prediction. We will focus on formulating and implementing bespoke Bayesian models that are tailored to answer scientific questions or applied problems ranging from environmental management to … Read more →

458

2023-04-26

464

# R pour l’économétrie

2023-04-17

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 →

465

# Jonny Tang’s Notebook

2023-04-15

Jobs […] 本笔记直接RStudio操作build，再publish到bookdown网站。 [ \lim_{x\to 0} x*sin(\tfrac{1}{x}) ] 广义的组合数学（Combinatorics）相当于离散数学，狭义的组合数学是组合计数、图论、代数结构、数理逻辑等的总称。总之，组合数学是一门研究可数或离散对象的科学。 B站找到“乐乐课堂” … Read more →

466

# 结构方程模型的R实现(草稿)

2023-04-14

《结构方程与建模的而原理与应用》（第二版）配套R代码 […] 这是一本用R语言进行 结构方程建模 的案例集。所涉案例均来自《结构方程与建模的原理与应用》（第二版），作者是邱皓政和林碧芳。 本册不涉及关于结构方程的原理和具体细节，只是书中所涉案例在R语言中的实现。当然，如果有必要的话，我会辅之以一些与实操紧密相关的理论说明。至于具体的模型结构、参数解释和估计方法，还是请读者参看原书。 本册主要使用了两个软件包（其中，lavaan是建模的核心包，该包的具体细节可以查询其官网）： … Read more →

467

# Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM Spring 2023 edition)

2023-04-13

Statistical Thinking: A Simulation Approach to Modeling Uncertainty (UM Spring 2023 edition) […] 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: Peck, F.A., Zieffler, A., & Catalysts for Change. (2023). Statistical Thinking: A simulation approach to uncertainty (University of Montana, Spring 2023 ed.). https://bookdown.org/frederick_peck/statistical_thinking_um_spring_2023_ed/ The work to create the … Read more →

468

# Espaço Amostral e Eventos

2023-04-13

Espaço Amostral e Eventos […] Uma probabilidade é uma medida da incerteza acerca de fenômenos gerados a partir de experimentos aleatórios. Um experimento é aleatório quando não é possível determinar o seu resultado antes que o mesmo seja realizado. No entanto, os resultados possíveis para muitos experimentos aleatórios podem ser determinados antes mesmo da realização do experimento. Um exemplo é o lançamento de uma moeda. Antes de lançar uma moeda, não se pode prever a face que estará para cima quando a moeda estiver estática no chão. Contudo, é sabido que a face será uma entre as duas … Read more →

469

# Conducting Research Seminar Workbook

2023-04-12

This is the seminar handbook for conducting research which outlines the weekly tasks for each seminar […] This module aims to develop your knowledge and understanding of scientific experimental trials, including observational studies (cohort, case-control and cross-sectional) and randomised and non-randomised controlled trials. You will learn project management techniques, core methodological features of experimental trials and gain experience in conducting primary research. You will also be exposed to the range of analytical techniques used to generate results and aid in the interpretation … Read more →

470

# IRC食用指南

2023-04-11

IRC食用指南 […] 互联网中继聊天（IRC）是一个基于文本的即时消息聊天系统。IRC是为论坛频道（称为channels）中的小组交流而设计的，但也允许通过私人消息进行一对一交流，以及聊天和数据传输，包括文件共享。 互联网中继聊天是作为一种应用层协议来实现的，以便于以文本的形式进行通信。聊天过程在客户端-服务器网络模型上工作。用户使用客户端连接到IRC服务器，该客户端可以是网络应用程序、独立的桌面程序，也可以嵌入到较大程序的一部分中，IRC服务器可能是较大IRC网络的一部分。用于连接的程序示例包括Mibbit、IRCCloud、KiwiIRC和mIRC。 … Read more →

471

# STA 135 Notes (Murray State)

2023-04-07

This are notes for STA 135 at Murray State University for students in Dr. Christopher Mecklin’s class. […] These notes are meant to supplement, not replace your textbook. I will occasionally cover topics not in your textbook, and I will stress those topics I feel are most important. My definition of statistics: Statistics is the attempt to use qualitative and quantitative data in order to: When we collect data, we will often organize the data into a table where the rows represent cases or units, which are called subjects or respondents when they are humans, and the columns represent … Read more →

472

# Fundamentos de Minería de Datos y Big Data (I) y (II)

2023-04-07

Este es el material didáctico para la asignatura. Es un complemento a las clases y a la bibliografía recomendada. […] Si observas alguna errata o tienes algún comentario, escribe a jorge.herrera1@ceu.es … Read more →

473

# 自然生活的数学原理

2023-04-03

《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 →

474

# Brenda Animalaria

2023-04-01

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 →

475

# Workflow for Refining ClimateNA Temperature Predictions

2023-03-30

Workflow for Refining ClimateNA Temperature Predictions […] Here are summaries of boosted regression trees that predict differences between ClimateNA temperature predictions and micro-climate conditions. Temperature offset layers and project spatial data can be viewed at https://bgcasey.users.earthengine.app/view/climateoffsets. Code and a description of the project’s workflow can be found at https://github.com/bgcasey/climate_downscaling. … Read more →

476

# R Interest Group

2023-03-30

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 →

477

# Estatística Descritiva

2023-03-30

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. Exemplo.1.1 Como ilustração dessa importância, considere a variável X=“gosto pela área de exatas” a partir dos dados apresentados na Tabela … Read more →

478

# R for Non-Programmers: A Guide for Social Scientists

2023-03-29

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 →

479

# Replication of The Cointegrated VAR Model

2023-03-23

This book contains the replication of the empirical analysis of The Cointegrated VAR Model of Katarina Juselius using R. […] This book contains the replication of the empirical analysis of The Cointegrated VAR Model of Juselius (2006) using … Read more →

480

# Statistical Modeling II: SDS383D

2023-03-22

These notes cover the second semester in a two-semester sequence on statistical modeling. It focuses on constructing, drawing conclusions from, and critiquing probabilistic models. Planned topics include generalized linear models, the bootstrap, hierarchichal models, nonparametric estimation, and generalized estimating equations. [...] In this collection of notes, we briefly outline the main thrust of this course by discussing (at a high level of generality) the topic of probabilistic modeling. Throughout this course we will focus on the application of probabilistic modeling with an eye ... Read more →

481

# The Temple of Esna. An Evolving Translation: Esna IV

2023-03-21

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 some desperately needed proof-reading. 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 →

482

# blogdown: Creating Websites with R Markdown

2023-03-17

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 →

483

# My Friend Mili

2023-03-15

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 →

484

# Teachvatory

2023-03-13

Welcome | Teachvatory documentation. […] This is a small reference book to learn how to install, edit, and deploy the app Teachvatory. Teachvatory is an app created by Dan Levy and a group of his former students and teaching fellows. Its goal is to provide an easy visualization of student’s performance in the courses that Dan teaches. This book has 5 chapters that covers most of the development process for the app: The first chapter explains how to download and install the app locally. The second chapter explains the app architecture, which follows the R package convention and uses the … Read more →

485

# Macroeconomics

2023-03-12

These are our macroeconomic notes […] These are our lecture notes for the (Carlin and Soskice 2015) textbook. The notes are no substitute for the text which is available in the University of Brighton library. The notes summarise the chapters and add some exercises and links to activities that should assist your understanding of these key macroeconomic topics. There are three broad sections: The New Keynesian Model that brings together aggregate demand, supply and the central bank policy response. The financial system and the global financial crisis that discusses frictions and the … Read more →

486

# STAT 350 Handouts

2023-03-11

Kevin Ross Handouts containing examples, exercises, and notes covering selected topics from Cal Poly STAT … Read more →

487

# Desarrollo de herramientas para el manejo de inventarios de manera fácil e intuitiva

2023-03-10

Desarrollo de herramientas para el manejo de inventarios de manera fácil e intuitiva […] El propósito de este proyecto de grado es implementar nuevas herramientas computacionales para facilitar el manejo de inventarios con diferentes modelos. Estas herramientas estarían disponibles para el uso de empresas, estudiantes y personas que requieran de modelos que ayuden a un mejor control de stocks, cantidad económica de pedido o producción. El proyecto de grado consiste principalmente de dos elementos: paquete de inventarios InvControl en el lenguaje de programación R y el libro guía Inventory … Read more →

488

# Research Methods

2023-03-09

Analytic epidemiology research methods applied to astrological research for example, a math equation (a^2 + b^2 = c^2). Research community in general Astrology research community in particular 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 formats from the same book source files. As you work, you may start a local server to live preview this HTML book. This preview will update as you edit the book when you … Read more →

489

# SAS Tutorial

2023-03-07

SAS Tutorial … Read more →

490

# Survey Design and Analysis

2023-03-05

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 →

491

# Hello Chris, this is a test book

2023-03-03

This is a minimal example of using the bookdown package to write a book by Ethan McQuaid. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file. [...] This is a sample book written in Markdown by yours truly at 11pm at night. 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 ... Read more →

492

# Introductory statistics skills pack

2023-03-03

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 well. Dr. Glenna Nightingale PhD Statistics research scientist (public health, epidemiology, spatial ecology, computational social science). Dr. Mike Allerhand, PhD Statistics -since 2009 Statistician at the Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh. Since 2018 Statistical Consultant in the Statistical Consultancy Unit … Read more →

493

# Bayesian Linear Regression Tutorial

2023-03-01

This is a first tutorial for Bayesian Linear Regression assembled in book form. […] This is a tutorial for Bayesian Linear Regression assembled in book … Read more →

494

# Statistical Inference

2023-03-01

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, supervised ML, unsupervised ML, text mining, time series, survey analysis, or survival … Read more →

495

# GEOG1400 Digital Geographies - RStudio Practicals

2023-02-27

This contains materials to support the University of Leeds GEOG1400 module, delivered by Lex Comber […] This is an on-line book written to support the practicals for the GEOG1400 Digital Geographies 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 (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 an individual Practical with a discrete set of activities, and … Read more →

496

# STM1001: Introduction to Machine Learning in R

2023-02-21

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 →

497

# Geographic Data Science with R: Visualizing and Analyzing Environmental Change

2023-02-20

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 →

498

# 🃏 Probability I

2023-02-17

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. The seminars are not recorded. Every two week (starting from the third one), tutorials will take place … Read more →

499

# A Brief Introduction to Bayesian Inference

2023-02-14

A brief introduction to Bayesian concepts, based on a beer-tasting experiment. […] This book is still a work in progress If you encounter any errors/issues, you can reach me here. This booklet offers an introduction to Bayesian inference. We look at how different models make different claims about a parameter, how they learn from observed data, and how we can compare these models to each other. We illustrate these ideas through an informal beer-tasting experiment conducted at the University of Amsterdam.1 A key concept in Bayesian inference is predictive quality: how well did a model, or … Read more →

500

# Statistics Taster Session

2023-02-13

Lecture Notes for Statistics Taster Session […] Welcome to the free Statistics Taster … Read more →

501

2023-02-12

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 →

502

# Learn Mathematics and Computer Science with Isabelle

2023-02-10

Learn Mathematics and Computer Science with Isabelle […] The goal is to develop deep understanding in mathematics while at the same time also learn Isabelle and its standard library. I couldn’t find any existing resources like this so I decided to write one myself. Our goal is to first learn the basics of Isabelle without getting too deep into irrelevant details. Then we should move on to studying actual mathematics as quickly as possible. Any remaining details of Isabelle will be introduced as needed. We will go though all of undergradute maths courses (and touch on graduate level topics) … Read more →

503

# The R Researcher’s companion v. 0.01

2023-02-08

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 →

504

# Project Documentation

2023-02-07

This is document walks through the analyses I performed for this research. […] Here we provide templates and resources for documenting your research from within your rProject. 4_bookdown_readme: A template for creating a markdown readme using bookdown 5_bookdown_html: A template for creating a project html document (https://bookdown.org/bgcasey/project_documentation/) 6_bookdown_pdf: A template for creating pdf documents 7_markdown_manuscript: A template for writing your manuscript via … Read more →

505

# Machine Learning Part II

2023-02-03

These are the course notes for the Machine Learning module (MATH42815) at Durham University. […] Welcome to the material for the second half of the Machine Learning module (MATH42815) at Durham University. These pages consist of relevant lecture notes that 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 second half of the module, we will first look into the simple yet powerful tree-based models and then dive into the famous yet … Read more →

506

# Statistical modelling

2023-02-03

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

507

# R语言统计入门

2023-01-29

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 →

508

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

2023-01-26

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 (2020a) 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, 2022j), which makes it easy to fit Bayesian regression models in R (R … Read more →

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# _main.knit

2023-01-26

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. [...] 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 →

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# Doing Bayesian Data Analysis in brms and the tidyverse

2023-01-26

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 →

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# Statistical rethinking with brms, ggplot2, and the tidyverse

2023-01-25

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, 2022i) when doing Bayesian regression in R. It’s just spectacular. I also prefer plotting with … Read more →

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# Recoding Introduction to Mediation, Moderation, and Conditional Process Analysis

2023-01-25

This ebook 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 his … Read more →

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# Bayesian Linear Regression

2023-01-23

This is a tutorial for Bayesian Linear Regressione. […] Theorem 1.1 (Bayes’ theorem) For events (A, B) and (P(B) \neq 0), we have [P(A\mid B) = \frac{P(B \mid A) P(A)}{P(B)}] We denote (U) as unknown parameters and (K) as known parameters. We call (P(U)) prior and (P(K|U)) likelihood. The Bayes’ theorem gives us the posterior distribution of unknown parameters given the known parameters [ P(U \mid K) \propto P(U) \cdot P(K \mid U)] Let (K = \left{y_{n \times 1}, X_{n \times p} \right}) and assume (y \sim N\left( X \beta, \sigma^{2} V\right)), where (V) is known and … Read more →

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# Controle de Processos

2023-01-23

Mediador e futuros engenheiros O problema do tanque agitado e aquecido sujeito à perturbações na pressão do fluido do sistema de troca de calor. Hipóteses H1. O tanque está bem isolado, de modo que calor transferido para as vizinhanças é negligenciavél; H2. O acúmulo de energia na parede do tanque e no sistema de resfriamento é insignificante em comparação com o acúmulo do líquido; H3. O tanque é bem misturado; H4. Propriedades físicas pode ser consideradas constantes; H5. O sistema está inicialmente no estado estacionário. A relação direta da variável de processo com a variável manipulada … Read more →

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# HIPPA data breach incidents

2023-01-21

This is an exploratory study of data breaches reported to HHS according to HIPPA … Read more →

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# Psihologija odgoja i obrazovanja

2023-01-21

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 →

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# Introduction to Geographic Information System

2023-01-20

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 interactive online book provides an introduction to the world of geographic information system (GIS). At the end of each chapter references as well as free and paid courses are listed which will allow you to explore GIS ... Read more →

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# The Social Covenant

2023-01-19

A book created with bookdown. […] The peaceful transfer of power from one legitimately elected regime to another is non-negotiable hallmark of democracy. In the United States this tradition has been honored in an unbroken chain from the very first transfer, in 1797, when George Washington willingly stepped down to hand the reins of the presidency to his elected successor, John Adams. Until January 6, 2021, when, shockingly, the chain snapped. === [Fill out the paragraph below after reviewing first-hand reports about the events of Jan. 6.] === January 6, 2021, was a singular event. But it … Read more →

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# Introduction to International Relations

2023-01-19

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 →

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# US Foreign Policy

2023-01-19

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 →

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# Design and Analysis of Experiments and Observational Studies using R

2023-01-19

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 →

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# BS2004: Molecular and Cellular Biology II

2023-01-18

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 bookdown site authored for the AY 2021 - 2022 edition of BS2004: Molecular and Cellular Biology ... Read more →

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# Machine Learning: Unsupervised and Supervised Learning

2023-01-17

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, [...] Supervised and unsupervised machine learning, also known as classification and clustering, are important statistical techniques commonly applied in many social and behavioral science research problems. Both seek to understand social phenomena through the identification of naturally occurring homogeneous groupings within a population. Supervised learning techniques are used to sort new observations into pre- existing or ... Read more →

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# Mixed-effects model and its application in neuroscience

2023-01-17

This is the online supplemental to accomany Yu Z, Guindani M, Grieco SF, Chen L, Holmes TC, Xu X. (2022) Beyond t-Test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research. Neuron. 110: 21-23. […] This is the online supplemental to accompany Yu Z, Guindani M, Grieco SF, Chen L, Holmes TC, Xu X. (2022) Beyond t-Test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research. Neuron. 110: 21-23. https://doi.org/10.1016/j.neuron.2021.10.030. The data used in this supplementary can be … Read more →

525

# Guide to Wise Investing

2023-01-17

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 →

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

2023-01-16

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 →

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# Toolbox CSS

2023-01-16

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: the … Read more →

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# Inversión en Acciones para Principiantes

2023-01-13

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] Este es el bookdown de Inversión en Acciones para Principiantes el cual se enfocará en brindar conceptos básicos sobre el mundo de la inversión en acciones de empresas a la vez que se introducirá herramientas de programación. Con la ayuda del software R, podremos extraer, tratar y analizar diferentes elementos necesarios para contar con una base sólida en cuanto a herramientas para realizar una propia lectura y discernimiento en el ámbito de la inversión en … Read more →

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# Lab Manual for the Global Community Wellness Lab

2023-01-12

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 →

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# Введение в dplyr 1.0.0

2023-01-12

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 6 видео уроков снятых по этим статьям. В основе видео уроков лежат следующие статьи: Для прохождения курса вы уже должны … Read more →

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2023-01-11

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# Political Economy of Development

2023-01-11

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 →

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# STM1001 Topic 6B (Science and Health)

2023-01-10

STM1001 Topic 6B (Science and Health) […] In this topic, we will continue our discussion of internal validity, this time in the context of observational studies. We will then briefly consider the identification of study limitations, and procedures for collecting … Read more →

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# STM1001 Topic 5B (Science and Health)

2023-01-10

STM1001 Topic 5B (Science and Health) […] In this topic, we will introduce the concept of internal validity. Following this introduction, we will consider internal validity in the context of experimental … Read more →

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# STM1001 Topic 3B (Science and Health)

2023-01-10

STM1001 Topic 3B (Science and Health) […] In this topic, we will learn about different types of study designs, including descriptive, observational, and experimental studies. We will also consider external and internal … Read more →

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2023-01-10

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# STM1001 Topic 4B (Science and Health)

2023-01-10

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 →

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# STM1001 Topic 3B (Science and Health)

2023-01-10

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 →

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# Fundamentals of Wrangling Healthcare Data with R

2023-01-09

Fundamentals to Data Wrangling and programming with R version 4.2.2; 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 →

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2023-01-09

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# Test of Bookdown

2023-01-09

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. [...] More centered text The contents of the below subsections are located in a sub folder. This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within ... Read more →

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# ECON 381: Statistics and Probability for Econometrics

2023-01-07

Textbook for ECON 381: Statistics and Probability for Econometrics […] Here the introduction to the class and … Read more →

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

2023-01-07

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. If … Read more →

544

# Kurshandbuch

2023-01-05

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 (zuvor bereits im WS 19/10) am Institut für Sozialwissenschaften der Heinrich Heine Universität Düsseldorf. Work in … Read more →

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# quantitative_synthesis_tools.knit

2023-01-04

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 →

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# Species-Habitat Associations: Spatial data, predictive models, and ecological insights

2023-01-03

This book will describe methods for linking organisms to their habitat […] … Read more →

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# Business Intelligence II, forår 2023: Anvendt Machine Learning

2023-01-01

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. [...] 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 →

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2023-01-01

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# Proyecto Final -SW

2022-12-22

Proyecto Final -SW […] UNIVERSIDAD NACIONAL JOSE FAUSTINO SANCHEZ CARRION Mg. Victor Guevara P. SOFTWARE DE APLICACIÓN I Campos Sosa Isaac Leal Rosas Renzo Perez Bastarrachea Yamiley CIENCIAS ESTADISTICA E … Read more →

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2022-12-22

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

2022-12-22

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 →

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2022-12-21

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# PrioriTree: an Interactive Utility for Improving Geographic Phylodynamic Analyses in BEAST

2022-12-20

PrioriTree is an interactive browser utility—distributed as an R package (see https://jsigao.shinyapps.io/prioritree/ for a demo of the 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 … Read more →

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# RileVeriGörselleştirme

2022-12-20

Eskişehir R Users Group - ESTÜ Veri Bilimi Kulübü […] Hazırlayan: Uğur Dar İletişim: LinkedIn Twitter E-posta: ugurdar@eskisehir.edu.tr “Bir resmin en büyük değeri, bizi görmeyi hiç beklemediğimiz bir şeyi fark etmeye zorlamasıdır.” 1. Her bilgi görselleştirilmek zorunda değildir A birasını tercih edenlerin %40’ı erkektir bilgisinde görselleştirmeye değer bir bilgi bulunmamaktadır. Görselleştirme araçları çok sık kullanıldığında, hedef kitlenin odaklanması istenilen kısmı kaçırmasına neden olabilir. 2. Grafiğin hedef kitlesinin belirlenmesi Görselleştirme, veriye göre çok karmaşık hale … Read more →

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2022-12-14

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

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2022-12-14

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# Disciplina - BiG Data & Analytics

2022-12-13

Caderno de Exercicios que utiliza tecnicas de analise de dados.! Prof(a). Dra. Olga Satomi Yoshida Monitoria: Prof. Leonardo Fonseca Larrubia 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 … Read more →

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# Using simulation to compare sensitivity of PLIS procedure and conventional p-value procedure

2022-12-12

This is a demo of our simulation. […] This is a detailed demo of a simulation to test the sensitivity of PLIS procedure and conventional p-value procedure using logistics regression. While PLIS procedure incorporates the correlation among SNPs to adjust for Linkage Disequilibrium (LD), conducting multiple logistics regressions assumes that SNPs are independent from one another. The main idea here: We don’t have info for all SNPs along our chromosomes for research. Thus, when missing the data for true causal SNPs, we want to detect the SNPs that are physically close to the causal SNPs so … Read more →

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# Disciplina BIG019 - BiG Data & Analytics

2022-12-10

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: … Read more →

560

2022-12-07

Caderno de Exercicio do Aluno Julio Cesar dos Santos Vieira, para o emprego das tecnicas de analise de dados da disciplina de Big Data & analytics do mestrado em Computação Aplicada no Instituto de Pesquisas Tecnológicas – IPT Prof. Dra. Olga Satomi Yoshida Monitoria: … Read more →

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# Disciplina Big Data & Analytics

2022-12-07

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 … Read more →

562

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

2022-12-06

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 →

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# Supervised Machine Learning

2022-12-05

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 →

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# PS 811 Website

2022-12-05

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 →

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# RNA-genomics

2022-12-05

This section of the OMICS course will cover NGS sequencing from FASTQ reads to differential RNA analysis. The general workflow is shown above. We will use a dataset from Saccharomyces cereviseae. The bookdown version of these pages is published at this site … Read more →

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

2022-12-01

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 →

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# Applied Biostats – BIOL3272 UMN – Fall 2022

2022-12-01

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 →

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# Notas para la asignatura de Matemáticas I , UCM Somosaguas

2022-11-30

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. [...] Si encuentras alguna errata o tienes alguna sugerencia, ... Read more →

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# Biology for environmental management pocketguide

2022-11-30

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 →

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# Wrangling-Genomics

2022-11-30

Data Wrangling and Processing for Genomics […] A lot of genomics analysis is done using command-line tools for three reasons: you will often be working with a large number of files, and working through the command-line rather than through a graphical user interface (GUI) allows you to automate repetitive tasks, you will often need more compute power than is available on your personal computer, and connecting to and interacting with remote computers requires a command-line interface, and you will often need to customize your analyses, and command-line tools often enable more … Read more →

571

# Miller Creek and Vogel Lake Water Quality

2022-11-30

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 →

572

# Experimental design

2022-11-28

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 →

573

2022-11-28

725

# Thesis Aim 3

2022-05-20

Aim 3 […] This study … Read more →

726

# Categorical Regression in Stata and R

2022-05-19

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 →

727

# Enlighter

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 →

728

# Quick R for Statistics

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 →

729

# jamovi完全攻略ガイド

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 →

730

# AI and Machine Learning For Finance 2021/22

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 →

731

# A Collection of small Skills

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 →

732

# Úvod do analýzy údajov pomocou R

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 →

733

# Supervised Machine Learning for Text Analysis in R

2022-05-11

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 →

734

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

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 →

735

# Science Research Methods: Software

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 →

736

# Modelos lineales y aditivos en ecología

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 →

737

# Lessons from the Bible

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 →

738

# The Data Files

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 →

739

# Curso R 2022

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 →

740

# Decision Modeling Lab Manual

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 →

741

# Modul Praktikum Perancangan Percobaan

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 →

742

# Introdução ao R

2022-04-26

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 →

743

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

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 →

744

# A Short Course on Nonparametric Curve Estimation

2022-04-26

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 →

745

# A Rishi Bookdown Book

2022-04-25

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 →

746

# Pengantar R

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 →

747

# R you Ready for R?

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 →

748

# Plano de Curso de Ciência de Dados

2022-04-23

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

749

# Coding Guide

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 →

750

# Raport cykliczny

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 →

751

# Data Analytics with R

2022-04-17

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 →

752

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

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 →

753

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

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 →

754

# Making maps for conservation - GIF and interactive maps

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 →

755

2022-04-10

756

# Engagement Survey Technical Report

2022-04-08

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 →

757

# Epistemic Network Analysis Web Tool User Guide

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 →

758

# BS0005: One Health

2022-04-07

A gitbook-style website authored for the course HE9091: Principles of Economics. […] This is a gitbook-style website authored for the SBS course BS0005: One … Read more →

759

# 20IMCAL204 STATISTICS LAB- Laboratory Manual

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 →

760

# HBAP R Reference Guide

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 →

761

# jamoviguiden

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 →

762

# The Book of Behavior Change

2022-04-05

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 →

763

# Best Coding Practices for R

2022-04-04

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 →

764

# Biostatistics for Clinical Research

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 →

765

# Pengelompokan Kualitas Hidup Komuter dengan K-Means Clustering

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 →

766

# Primer on Mathematical Statistics

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 →

767

# Teste de progresso

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 →

768

# Statistical Thinking for Linguists

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 →

769

# Matemáticas I-II UCM

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 →

770

# Thực hiện Phân tích gộp với R

2022-03-20

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 →

771

# Lecture Notes in Business Analytics

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 →

772

# Statistik Vorlesung

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 →

773

# Outstanding User Interfaces with Shiny

2022-03-14

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 →

774

# CM5003: From Alchemy to Chemistry

2022-03-13

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 gitbook-style website authored for the elective CM5003: From Alchemy to Chemistry. The website contains my notes for the lectures and selected documentaries. By the time that you are seeing this website, weeks, months, or even years may have passed, hence rendering the website’s content outdated (assuming that no updates are ... Read more →

775

# FINM2002/FINM7041

2022-03-13

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

776

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

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 →

777

# Linear Regression in Stata and R

2022-03-12

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 →

778

# LECTURE NOTES OF STAT 3202

2022-03-12

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

779

# Proyecto Migración

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 →

780

# Technical Guide for Estimating Building Rooftop Solar Potential in a City

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 →

781

# DATA 3320 Data Science Methodology and Applications

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 →

782

# An Introduction to Bayesian Reasoning and Methods

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 →

783

# 地球系统科学导论

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 →

784

2022-03-02

785

# Simulación de Procesos y Sistemas

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 →

786

# R 로 하는 Mixed Model

2022-02-28

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 →

787

# Comparative Methods

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 →

788

# BS1009: the Extra Bits

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 →

789

# Introduction to Computational Finance and Financial Econometrics with R

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 →

790

# R for marketing students

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 →

791

# Business Intelligence II - Anvendt Machine Learning

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 →

792

# SIDS-Related Deaths in Cook County, IL

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 →

793

# Lab notes for Statistics for Social Sciences II: Multivariate Techniques

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 →

794

# Exemplo Livro Git (18/02/2022)

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 →

795

# R for Data Science - 한국어

2022-02-17

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 →

796

# My Website

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 →

797

# Research Guide

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 →

798

# 🃏 Probability I

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 →

799

# Probability

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 →

800

# Presentación

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 →

801

# Companion to Stock and Watson’s Intro to Econometrics

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 →

802

# Bookdown Template

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 →

803

# Manual de R

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 →

804

# Predictive Analytics: The Code Book

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 →

805

# An(other) introduction to R

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 →

806

# Métodos Cuantitativos

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 →

807

# Deliberativ meningsmåling i Bergen

2022-02-03

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 →

808

# 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 →

809

# Bio Ciencia de Datos

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 →

810

# Economic Statecraft

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 →

811

# Chinese Foreign Policy

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 →

812

# Geostatistics Final Summary

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 →

813

2022-01-27

814

# My Final College Paper

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 →

815

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

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 →

816

# Data Management for Analytics and Applications

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 →

817

# 성경

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 →

818

# Mapping Workshop

2022-01-21

819

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 →

820

# Meta-analysis of Ecological Data in R

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 →

821

# Probability and Statistics for Business and Finance - 2021/22

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 →

822

# Practical Data Skills

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 →

823

# Data Management for Analytics and Applications

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 →

824

# Bridging the gap between service extension and cultural facilitation among ASHAs

2022-01-12

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 →

825

# Painting the Malaysian Covid Public Data

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 →

826

# 너무나도 중요한 소식

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 →

827

2022-01-08

828

# Lean Seis Sigma para la Mejora de Procesos

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 →

829

# Crime Mapping and Analysis

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 →

830

# Data Analytics: A Small Data Approach

2022-01-02

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 →

831

# Buku Visualisasi Data yang Efektif

2021-12-31

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 →

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

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 →

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

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 →

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2021-12-20

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

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 →

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# Technical Report for the Development of a Values Informed Leadership Measure

2021-12-15

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

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# Machine Learning for Imbalanced Datasets

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 →

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# Data Management Using R

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 →

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# BS1005 / CM1051: Biochemistry I

2021-12-11

A gitbook-style website authored for the NTU course BS1005 / CM1051: Biochemistry I […] This is a gitbook-style website authored for the AY 2020 - 2021 edition of BS1005 / CM1051: Biochemistry I - a 13-week core module worth 3 AUs for SBS students. More information will be shown on the following sections of this chapter. Nonetheless, to navigate this website, note the following: The “f” key on your keyboard can be used to bring up a search bar on the top of the sliding menu to the left of your computer’s screen. This may come in handy if you are looking for a specific term under a specific … Read more →

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# UCT Actuarial Science Student Managment Program

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 →

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# LuoFei的R学习笔记

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 →

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# Proyecto Final: Hotel Cancelation

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 →

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# Coding for Data Science 2021/22 - R part

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 →

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# Step by Step I: Linear Models

2021-12-04

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. […] 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 … Read more →

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# EDM - Dengue and Urbanization

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 →

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# Códigos Auditoría CCU

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 →

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# Matemáticas I, UCM, Facultad de Económicas y Empresariales

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 →

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# Portfolio, Churn & Customer Value

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 →

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# A Short Guide to Historical Newspaper Data, Using R

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 →

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# BS2002: Microbiology

2021-11-25

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 website I (Kevin) made using the R package bookdown for the NTU SBS course BS2002: Microbiology. More information about this site will be shown in the following sections. This website was authored for the semester 1, NTU academic year 2021 - 2022 edition of BS2002. At the time of your visit, weeks, months, or even years may have passed (hence rendering the website’s content outdated if no edits are made). ... Read more →

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# Data Science in R: A Gentle Introduction

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 →

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# My Coding Index

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 →

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