RResources
Listing of some resources to learn R.
I am a big proponent of the use of opensource R for data analysis. This is a list of some resources that could help if you are new to the Rjourney. While I haven’t explored all of them in detail, many of them have been useful to me. I must also admit that I have not been actively updating this list, but please feel free to shoot me an email if you find dead links or if you would like me to add anything new.
 R Project http://www.rproject.org/
Pointandclick Interfaces
Two different pointandclick interfaces  Deducer and R Commander (There are others as well, but for beginners, these might be the route to take.)
 Deducer (Software download + manuals)
 Intro to Deducer on Youtube
 Ian Fellows on
 Deducer vs R Commander
 Paper on Deducer comparing itself to R commander and other available GUIs
 John Fox’s notes for installing R Commander
 John Fox’s manual for getting started with R Commander
 Karp (2010)’s introduction to R Commander
 Introduction to R and R Commander by Gutermuth (2010)
 Theresa A Scott’s presentation introducing R commander
 Two video introductions to R Commander are available on Youtube :Part 1 and Part 2.
 A morecomprehensive playlist of R Commander usage on Youtube
 Murtaza Haider:Importance of stats and videos on R and R commander
 R Commander IPSUR package
Others
 Sharon Machlis’ (Computer World magazine) 60+ R resources

Sharon Machlis’ Beginner’s guide to R

R Tutorial for Beginners from Guru99: https://www.guru99.com/rtutorial.html

Course from edX: Explore Statistics with R
 Rob Kabacoff: Quick R
 Free Course on Statistics using R
 Jarrett Byrnes: A Quick and Dirty Intro to doing statistics with R
 William King: R Tutorials
 R Tutorials  Twotorials
 Mark Gardener: Using R for statistical analysis
 Chi Yau: Elementary Statistics with R
 Robert Muenchen: R for statistics (author of how R can be used by SAS/SPSS users)
 Winston Chang: Cookbook for R
 Tanbakuchi
 Jonathan Baron: Notes on R for the use of psychological experiments and questionnaires
 William Revelle: Psychometric Theory with applications in R
 Wikibook on R Programming
 Tuimela and Greco: A presentation of basic statistics using R
 Listing of free books at R Statistics Blog: http://www.rstatistics.com/tag/ebook/
 Jenifer LarsonHall: A Guide to Doing Statistics in Second Language Using R
 Paul Johnson’s Collection on tips for R more— Rock Chalk, Jayhawk!!! :)
 Hastie, Tibshirani, and Friedman: Elements of Statistical Learning
 Venables, Smith, and the R Core team: Book/Manual Intro to R
 John Verzani: Using R for introductory statistics
 John Verzani’scompanion website to book
 Yanchang Zhao: R Datamining
 Videos: Roger Peng: Computing for Data Analysis using R, Course from Coursera  Videos on Youtube
 Introduction to R videos developed by Google
 Code School for trying R code
 Cosma Shalizi: Advanced Data Analysis from an Elementary Point of View
 OpenIntro Statistics: Free textbook for introductory statistics (using R)
 Max Welling: A First Encounter with Machine Learning
 KD Nuggets: http://www.kdnuggets.com/
Graphics
 From this blog: Base R versus ggplot2 versus rCharts
 ggplot2 site: ggplot2 versus lattice
 Pugh and Nicholls: ggplot2 versus lattice
 ggplot2
 R Graphical Manual
 Winston Chang’s R Graphics Cookbook
 Basel Institute for Clinical Epidemiology and Biostatistics: ggplot2 handout
 Noam Ross: Quick introduction to ggplot
 R4Statson ggplot
 Graham Williams on ggplot: http://onepager.togaware.com/GGPlot2.pdf
 ggplot2 on stackoverflow
 rCharts and its gallery
 Latticist
 Lattice to ggplot2 conversion
 Robert Cribbie’s Introduction to graphics in R
 Thomas Girke: Graphics and Data visualization in R

Frank McCown: Producing Simple Graphs in R
 Data Journalism Handbook
 Data Visualization Edward Tufte
 Functional Art  Alberto Cairo
 Blog on visualization: http://vizualize.tumblr.com/
 Longer list of blogs on data and visualization: http://flowingdata.com/2012/04/27/dataandvisualizationblogsworthfollowing/
 Visual literacy:periodic table
 Chart suggestions from Andrew Abela: http://www.extremepresentation.com/design/charts/
 Andrew Pandre’s site for some colored versions of suggested charts
dplyr tutorials: http://bit.ly/dplyrtutorial https://www.youtube.com/watch?v=jWjqLWu3hc&feature=youtu.be http://decisionsandr.blogspot.com/2014/06/dplyrtutorialwithbaseballdata.html
Plyr to dplyr: http://jimhester.github.io/plyrToDplyr/
ggplot to ggvis tutorial: http://jimhester.github.io/ggplot2ToGgvis/
R Search Engines and other bloggers
 http://www.dangoldstein.com/search_r.html
 http://www.rseek.org/
 R Function finders: http://biostat.mc.vanderbilt.edu/s/finder/finder.html
 R Bloggers: http://www.rbloggers.com/
 Statsblog: http://www.statsblogs.com/
 Gaston Sanchez
 R enthusiast  graphics and more:http://blog.renthusiasts.com/
 Simply Statistics:http://simplystatistics.org/
 Francis Smart: http://www.econometricsbysimulation.com/
 Marcus Beck: http://beckmw.wordpress.com/
 Jofai Chow’sresource site
 Kai Xin’s resource site:Whizage
Please feel free to contact me to add more resources here.