Useful links for StatsChats participants.

Rstudio main site

R projects (useful feature of RStudio)

Rstuio online learning resources

Datacamp’s- “Intro to R”

Prelude in R

R for beginners

Hadley Wickhams “R for Data Science” Modern Dive

Data carpentry course Many other resources Many R Books (and other useful resources)

NCEAS tutorial- oldie but goodie

Short Reference Card

More comprehensive reference card

Data management reference card

RStudio cheatsheets- very useful!

Includes cheatsheets for R markdown, shiny, data wrangling with “dplyr” and much more!

Guide for Pandoc Markdown

Website development for RMarkdown

YAML: YAML Ain’t Markup Language!

a nice simple Markdown syntax guide

Excellent intro GIT tutorial (seems to be broken…)

MCMC for Dummies… (basis of MCMC lecture…)

BUGS online manual

secret BUGS tricks

Approximate Bayesian Computation: overview

Bayesian Methods for Hackers!

NIMBLE (alternative implementation of BUGS language for R)

A regression approach to time series analysis

Practical guide to ordination for Ecologists

Breiman’s guide to Random Forest

Vignette: boosted regression trees for species distribution modeling

Random but relevant blog post

“bnlearn” package documentation for Bayes nets

Spatial Data Science with R and Terra package