Cheat sheets
Data processing
R
- Book: Advanced R by Hadley Wickham
- Teaching R in a Kinder, Gentler, More Effective Manner: Teach Base-R, Not Just the Tidyverse Author: Prof. Norm Matloff, University of California, Davis
- R Workflow - An overview of R Workflow, which covers how to use R effectively all the way from importing data to analysis, and making use of
Quarto
for reproducible reporting.
Statistics
Book/course: Online Statistics Education: An Interactive Multimedia Course of Study
Book: Bayesian Data Analysis Third edition by Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin.
Book: Regression and Other Stories by Andrew Gelman, Jennifer Hill, Aki Vehtari