R Tutorials & Resources
Basics Tutorials
- Data Import
- Data Transformation & Wrangling
- Exporting Data & Results
- Reshaping Data and Merging Data
- Data Aggregation and Summary
- Creating Publication-Quality Plots in R
- How to Write an R Function
- How to Repeat Operation in R
Meta Tutorials
- R installation and set-up
- Intro to Reproducible Research in R and More Resources
- Finding Help When You’re Stuck in R
- Keeping up With Changes in R
Additional Resources
Agricultural Statistics
- Rstats4Ag (weed-science oriented)
- Mixed models in R
- Data Science for Agriculture in R
- Mixed Models for Agriculture in R
General R
- Tips for Learning R
- R GUIs
- RStudio cheatsheets
- R Graphics Cookbook (a ggplot resource)
- Rmarkdown: the Definitive Guide
- Rweekly Blog (great place to learn about updates to the R ecosystem)
- R Studio Resources (there’s so much here!)
- RStudio YouTube Channel
- Happy Git with R
- Advanced R (book, it is rather advanced)
- Reproducible Research: git, GitHub, SQL, dependency management in R, general R usage