Overview

• Big book of R: A wiki of all R resources

Beginner starts here

You may want to see a learning roadmap from RStudio.

If you’ve never programmed before, see a great introductory book: Hands-On Programming with R.

R Programming

• R Manuals
• Advanced R
• Efficient R Programming
• What they forgot to teach you about R

Data Science

General DS

• R4DS
• Modern Dive
• Stat 545 (Jenny Brian): everything except stats

DS for Biomedical

• DS for Biomed: by Thomas E. Love

• R for Reproducible Scientific Analysis: by sw carpentry

• Reproducible Med Research with R: by Peter D.R. Higgins

• R for Health DS

• R for Clinical Study Report and Submission

Stats & ML

See Chapter 3

Data Viz

• Fundamentals of Data Viz: by Claus O. Wilke

R Markdown

• R Markdown Definitive Guide
• R Markdown Cookbook
• Bookdown

Shiny

See Shiny section

R & Shell

• R & Shell
• Command Line Basic for R