Chapter 8 Resources and References

The one and only introductory R book to read from front to back:

• R For Data Science

Workflows for Scientific Computing

• Good Enough Practices for Scientific Computing
• Best Practices for Scientific Computing

Functional Programming (Loops and stuff)

• Purr Tutorial
• Advanced R

Git and GitHub

• Happy Git with R by Jenny Bryan

Plots

• Cookbook for R

Statistical Modeling Examples

• UCLA Institute for Digital Research and Education
• Generalized Linear Models Tutorial by Sean Anderson

Statistics

• Undergraduate Biologist’s Guide with R Examples

Tidyverse

• Tidyverse Website
• Tidyverse style guide