Applied-Machine-Learning-Using-mlr3-in-R

目前最好的R语言机器学习框架 mlr3 教材，如果想用R 完成机器学习项目值得一看。

Causal Inference in Statistics.pdf

Judea Pearl的因果推断教材，因果图模型

causal analysis_impact evaluation and machine learning with R.

从机器学习视角学习因果推断的教材。

Book19_ Learn RStudio IDE.pdf

Learn RStudio IDE: Quick, Ef fective, and Productive Data Science ISBN-13 (pbk): 978-1-4842-4510-1 ISBN-13 (electronic): 978-1-4842-4511-8 RStudio is an integrated development environment (IDE) that adds modern features like syntax highlighting and code refactoring to R. The strength of RStudio is that it brings all the features that you need together in one place. Before we install RStudio, we will need to install the latest version of R for our operating system as well as another program called git. Both of these software packages are integrated into RStudio, but they do not come with the RStudio IDE. R is a statistical programming language and we need this language to use RStudio. Git is a popular version control system that will be integrated into RStudio. Version control systems like git are used to manage copies of the code you are working on. Git helps you see the differences between versions of a file so that you can get insight into why one version of your code behaves differently than another version. Git is also required to use Github, an online community where programmers share code and projects.

A_Handbook_of_Statistical_Analyses_Using_R_－_third edition

R统计分析教材，第三版。

Advanced R

Hadley Wickham的新作

the R Book

关于R语言运用的中级教程，重点在于数据分析，从一般的回归分析到空间分析、时间序列分析，树分析均有较详细的介绍。