R Tutorials, Resources and Blogs

Q & A

• Stack Overflow

Blogs

• [R-bloggers

  R news & tutorials from the web](http://www.r-bloggers.com/)

• Simply Statistics
• is.R()
• G-FORGE: A BLOG ABOUT ORTHOPAEDIC SURGERY, R, RESEARCH AND MORE
• The Analysis Factor Making Statistics Make Sense

Online platform and courses

• swirl: a platform for learning statistics and R simultaneously and interactively

• [plotly

  Analyze and visualize data, together](https://plot.ly/)

• R-Fiddle: An online playground for R code
• Code School - Try R
• DataCamp
• OpenIntro Statistics
• statsTeachR
• R Bootcamp

Tutorials

• Quick-R
• A List of Free R Tutorials and Resources in University webpages
• List of Free Online R Tutorials that are not hosted in the webpages of academic institutes
• 60+ R resources to improve your data skills

• [inside-R

  A Community Site for R

  A Community Site for R – Sponsored by Revolution Analytics](http://www.inside-r.org/)

• Togaware: One Page R: A Survival Guide to Data Science with R
• twotorials: how to do stuff in r (two minutes or less video)
• SimpleR: Using R for Introductory Statistics
• R Tutorial Series

Finance

• R/Finance 2013: Applied Finance with R
• R/Finance 2012: Applied Finance with R
• R/Finance 2011: Applied Finance with R
• R/Finance 2010: Applied Finance with R
• R/Finance 2009: Applied Finance with R
• quantmod: Quantitative Financial Modelling Framework

Machine Learning

• Guide to Getting Started in Machine Learning
• Machine Learning in R, in a nutshell
• CRAN Task View: Machine Learning & Statistical Learning
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Second Edition Book
• Practical machine learning: methods and algorithmics
• RTextTools: a machine learning library for text classification - Blog
• Forecasting: principles and practice

Little Book of R

• a Little Book of R for Multivariate Analysis
• a Little Book of R for Biomedical Statistics
• a Little Book of R for Time Series
• a Little Book of R for Bioinformatics

Rcpp

• Rcpp
• Rcpp Gallery

R Cookbook

• Cookbook for R

IDE

• RStudio

R & Biology

• Handbook of Biological Statistics
• Using R for psychological research

R Users’ Group

• Davis R Users’ Group

CRAN and Bioconductor

• CRAN
• Bioconductor - Home
• CRAN Task Views

Data mining

• RDataMining.com: R and Data Mining
• Data Mining Survivor: dmsurvivor - Contents

Analysis examples

• Practical Regression and Anova in R
• Evaluating Linear Regression Model in R Interpretation

Advanced R

• Advanced statistical computing
• Advanced R programming

Books

• An Introduction to Statistical Learning with Applications in R
• Forecasting: principles and practice
• Elements of Statistical Learning
• Statistical foundations of machine learning
• Applied biostatistical analysis using R

Fast-track publishing using knitr (from G-FORGE)

• part 1
• part 2
• part 3
• part 4
• part 5

Tech-post

• A million ways to connect R and Excel

Jobs

• R-users: let’s work together!

Others

• R tips pages
• Statistics for HCI Research

• [An R Introduction to Statistics

  R Tutorial](http://www.r-tutor.com/)

• [Learning R

  Finding my way around R](http://learnr.wordpress.com/)

• Statistics with R
• Introducing R
• Musings from a PhD candidate
• R and Analysis of Variance
• Experience with R
• Computerworld’s Beginners Guide to R
• LaTeX/Mathematics - Wikibooks, open books for an open world
• ggplot2 documentation