R资源共享

• R Project http://www.r-project.org/

Point-and-click Interfaces

Two different point-and-click 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
• Intro to Statistical Programming in R - Tutorial for beginners: https://www.teamleada.com/tutorials/introduction-to-statistical-programming-in-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.r-statistics.com/tag/ebook/
• Jenifer Larson-Hall: 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/data-and-visualization-blogs-worth-following/
• 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
• plyr tutorials
• Plyr to dplyr
• ggplot to ggvis tutorial

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.r-bloggers.com/
• Statsblog: http://www.statsblogs.com/
• Gaston Sanchez
• R enthusiast - graphics and more:http://blog.r-enthusiasts.com/
• Simply Statistics:http://simplystatistics.org/
• Francis Smart: http://www.econometricsbysimulation.com/
• Marcus Beck: http://beckmw.wordpress.com/
• Jo-fai Chow’sresource site
• Kai Xin’s resource site:Whizage