R

Web

Swirl

R example repository

Former CSCAR Consultant Michael Clark’s Workshops and Documents (all R-oriented, but some may be more conceptual)

Courses

Coursera

Books

Use R series (link to UM library)

Statistical Modeling

UCLA IDRE R resources

Understanding Interactions

Marginal Effects

Packages

Posit pacakges: some of the most popular packages out there

RStart: useful, well-documented, well-coded packages

R Documentation: perhaps a little more user friendly than the task views. Easy search.

Metacran: another searchable database of R packages.

CRAN Task Views: packages organized by topic at the R website.

Ropensci: Open Tools for Open Science

Tidyverse: an overview of Hadley Wickham’s packages and related.

Visualization

ggplot2

plotly

htmlwidgets

High Performance Computing

Task View on HPC

I/O

data.table::fread

readr

feather

Data frames and their operations

dplyr, multidplyr

data.table

Integration

Rcpp

rJava

parallel

parallel

foreach

partools

profiling

profVis

Other

Rstudio: Make your R efforts easier and expand them with the most popular IDE for R. Developers provide many useful packages as well.

StackOverflow: Q & A tagged ‘R’

RSeek: for searching R on the web a little more efficiently

Rbloggers: see what other R users are doing