Documentary of Statistics Using R
1
Introduction
2
Introduction to Tidyverse
2.1
Core Tidyverse
2.2
Install and Load Package
2.3
Pipe Operator
3
Data Manipulation
3.1
Data Manipulation Task
3.2
Manipulation in R
4
Probability Distribution
4.1
Introduction to Probability
4.2
Random Variables
4.2.1
Discrete Distribution
4.2.2
Continues Distribution
4.3
Probability Distribution
4.3.1
Bernouli Distribution
4.3.2
Binomial Distribution
4.3.3
Poisson Distribution
4.3.4
Normal Distribution
4.4
Probability Distribution Summary
5
Data Visualization
6
Regression
6.1
Linear Regression
6.2
Logistics Regression
6.3
Poisson Regression
7
R and RStudio You Should Know
7.1
R Project
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Documentary of Statistics Using R
Chapter 7
R and RStudio You Should Know
7.1
R Project
Use R Project for manage your specific workspace. It will save your code, data, and history.