External Resources
Find a great resource that others might appreciate? Email Dr. Dowling to add to the list!
General
- STAT545
- The course website for a similar (and much more comprehensive!) course originated at UBC by Jenny Bryan
- Experimentology
- Introduction to the workflow of the experimental researcher working in behavioral sciences
- This book is not about R or programming, but covers many of the same workflow principles as D2M-R with much more depth on application of those principles to experimental research design and practice with several appendices that are more programming-focused
Documentation & References
Git & github
- Git
- How to Use Git/GitHub with R - Instructions for setting up your GitHub integration within RStudio, no GitHub Desktop required!
- Git user manual - Look here if you want to use Git in the terminal or command line
- Git cheat sheet
- An introduction to Git and how to use it with RStudio
- Happy Git and GitHub for the useR - A companion to STAT545 (see above)
- Oh shit, Git!?! - Plain English explanations to prevent git-induced panic attacks and/or migraines
R
Quarto & Markdown
- Quarto
- apaquarto extension
- Quarto cheatsheet
- Quarto for R Markdown Users
- R Markdown for Scientists by Nicholas Tierney
- R Markdown: The Definitive Guide by Yihui Xie, J. J. Allaire, and Garrett Grolemund
- R Markdown cheatsheet
Tidyverse and R Packages
ggplot2 and Visualization
Transitioning to R
- Stata to R :: cheatsheet
- R for Stata Users (Muenchen & Hilbe)
- R for SAS & SPSS Users (Muenchen)
- From SPSS to R (Wolf)
- Switching from Matlab to R (Richards)
- R for MATLAB users (cheatsheet-ish)