R

• The Comprehensive R Archive Network
• RStudio – Open source and enterprise-ready professional software for R
• MRAN
• R Language Definition
• R Programming - Wikibooks
• R Packages
• tidyverse website • tidyweb
• Quick-R: Home Page
• metacran
• hadley/r-internals: Documentation for R’s internal C API
• R-Forge: Welcome
• rOpenSci

Learning R

• ✨ Advanced R
• peterhurford/adv-r-book-solutions: Solutions for the Advanced R Development book
• Advanced R (New)
• Welcome · R packages
• R for Data Science
• Exercise Solutions to R for Data Science
• Text Mining with R
• Handling Strings with R
• Efficient R programming
• blogdown: Creating Websites with R Markdown
• bookdown: Authoring Books and Technical Documents with R Markdown
• R package primer
• Cookbook for R
• Cheatsheets – RStudio
• Data Science with R (garrettgman.github.io)
• plotly for R
• Profvis — Interactive Visualizations for Profiling R Code
• R German Rodriguez
• Tutorials on Advanced Stats and Machine Learning With R
• Tutorials - Burns Statistics
• Lessons and Examples
• The Nice R code guides to… - Nice R Code
• S Poetry - Burns Statistics
• Learn the tidyverse - Tidyverse
• Creating ggplot2 Extensions
• R Tutorial - Learn R Programming
• Tutorials - Online Data Analysis & Interpretation | DataCamp
• Advanced R-Statistics
• An R Companion for the Handbook of Biological Statistics
• Summary and Analysis of Extension Program Evaluation in R
• Essentials of Data Analysis and Graphics using R
• R Software Help | STAT 501
• Statistical Tools for High Throughput Data Analysis (STHDA)
• Handbook of Statistical Analyses Using R (CRAN - Package HSAUR)
• Ross Ihaka’s Home Page - Papers and Talks
• High Precision Timing of R Expressions • bench
• Visualize R Data Structures with Trees • lobstr
• R Programming for Data Science
• Mastering Shiny
• 94-842: Programming in R for Analytics, Fall 2019
• https://ademos.people.uic.edu/index.html
• R Markdown: The Definitive Guide
• Index of R Tutorials

Vignettes and Manuals

ggplot / qplot vignettes

• Getting started with qplot
• Introduction to R Graphics with ggplot2
• Aesthetic specifications
• RPubs - Programming with ggplot2

dplyr

• Programming with dplyr • dplyr
• Programming with dplyr

pacman

• Introduction to pacman
• Databases
• rmarkdown-reference
• Code Chunks
• Rd2roxygen - Convert Rd to roxygen documentation - Yihui Xie | 谢益辉
• Tables with labels in R
• Options - Chunk options and package options - Yihui Xie | 谢益辉
• Lumley (2003) Nonstandard Eval.pdf

parallel

• Parallel Processing in R
• How-to go parallel in R – basics + tips » G-Forge
• Quick Intro to Parallel Computing in R
• Introduction to stringr

Symbolic Computation in R

• Symbolic Computation in R
• Using R as a Computer Algebra System with Ryacas | R-bloggers
• Google Code Archive - Long-term storage for Google Code Project Hosting.
• CRAN - Package Ryacas
• deriv function | R Documentation
• CRAN - Package Deriv