Preface
The website contains lecture notes, quizzes, and lab materials for STAT 385: Statistical Programming Methods, offered in Fall 2024 at the University of Illinois Urbana-Champaign (UIUC). For any comments, suggestions, or concerns regarding the notes, please feel free to contact me at wjia@illinois.edu.
Class Material
All the textbooks for this course are open-source.
- R Coding Basics (by Gaston Sanchez)
- Deep R Programming (by Marek Gagolewski)
- Advanced R (by Hadley Wickham)
- Hands-On Programming with R (Garrett Grolemund)
- Atomic R (by David Dalpiaz)
- R for Data Science (by Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund)
- R Markdown: The Definitive Guide (by Yihui Xie, J. J. Allaire, Garrett Grolemund)
- Mastering Shiny (by Hadley Wickham)
- Posit Cheatsheets