R self-learn tutorial

R作为一个开源软件，而且还有很多开源（open access)学习材料。以下是供大家学习R时使用。关于R的学习，推荐《数据科学与教育》网站，里面有如何学习步骤、学习资源有详细介绍。部分学习资源节录如下：

R基础

• An Introduction to R
• R for Data Science
• Introduction to Data Science

图形可视化

• ggplot2: Elegant Graphics for Data Analysis，系统介绍如何使用ggplot2做图
• Fundamentals of Data Visualization，从美学的角度讲如何制作和设计图
• R Graphics Cookbook, 2nd edition，以具体问题出发手把手教如何做图

写作工具

使用rmarkdown做ppt，写文章，写书，做网站等

• R Markdown: The Definitive Guide
• R Markdown Cookbook
• bookdown: Authoring Books and Technical Documents with R Markdown
• blogdown: Creating Websites with R Markdown

版本控制

• Happy Git and GitHub for the useR

用R学习统计学

• Beyond Multiple Linear Regression
• Statistical Inference via Data Science
• Learning statistics with R
• Quantitative Research Methods for Political Science, Public Policy and Public Administration: 4th Edition With Applications in R

网上课程

• Statistics and R
• Statistics with R Specialization