gegewoo 发表于 2009-10-6 20:53
Contributed DocumentationEnglish --- Other Languages English Documents
Documents with more than 100 pages:
“Using R for Data Analysis and Graphics - Introduction, Examples and Commentary” by John Maindonald (PDF, data sets and scripts are available at JM's homepage).
“Simple R” by John Verzani (PDF, data sets, various PDF, PS and a browsable HTML version are available at the Simple R homepage).
“Practical Regression and Anova using R” by Julian Faraway (PDF, data sets and scripts are available at the book homepage).
The Web Appendix to the book “An R and S-PLUS Companion to Applied Regression” by John Fox contains information about using S (R and S-PLUS) to fit a variety of regression models.
“An Introduction to S and the Hmisc and Design Libraries” by Carlos Alzola and Frank E. Harrell, especially of interest to SAS users, users of the Hmisc or Design packages, or R users interested in data manipulation, recoding, etc. (PDF)
“Statistical Computing and Graphics Course Notes” by Frank E. Harrell, includes material on S, LaTeX, reproducible research, making good graphs, brief overview of computer languaes, etc. (PDF).
“An Introduction to R: Software for Statistical Modelling & Computing” by Petra Kuhnert and Bill Venables (ZIP 3.8MB): A 360 page PDF document of lecture notes in combination with the data sets and R scripts used in the manuscript.
“Introduction to the R Project for Statistical Computing for Use at the ITC” by David Rossiter (PDF).
“Analysis of Epidemiological Data Using R and Epicalc” by Virasakdi Chongsuvivatwong (PDF).
“Statistics Using R with Biological Examples” by Kim Seefeld and Ernst Linder (PDF).
“IcebreakeR” by Andrew Robinson (PDF, 2008-05-08).
“Applied Statistics for Bioinformatics Using R” by Wim Krijnen (PDF).
“Kickstarting R (version 1.6)” compiled by Jim Lemon, a short introduction in English as HTML files: download as gzipped TAR or ZIP; or browse directly.
“Notes on the use of R for psychology experiments and questionnaires” by Jonathan Baron and Yuelin Li (PDF). A browsable version is available at JB's homepage.
“Building Microsoft Windows Versions of R and R packages under Intel Linux” by Jun Yan and A. J. Rossini (PDF, associated Makefile).
“A Guide for the Unwilling S User” by Patrick Burns (PDF).
“The R language — a short companion” by Marc Vandemeulebroecke (PDF).
“Fitting Distributions with R” by Vito Ricci (PDF).
“Econometrics in R” by Grant Farnsworth (PDF | LaTeX source).
“The Friendly Beginners' R Course” by Toby Marthews (ZIP, 2009-06-05, 14 pages).
“An R companion to ‘Experimental Design’ ” by Vikneswaran (PDF).
“The R Guide” (version 2.3) by Jason Owen (PDF, 2007-08-09).
“Multilevel Modeling in R” by Paul Bliese (PDF), a brief introduction to R and the packages multilevel and nlme.
“Statistics with R and S-Plus” by Hugo Quené (PDF).
“Using R for Scientific Computing” by Karline Soetaert (ZIP): lecture notes and reference card for R beginners, including exercises.
“A (Not So) Short Introduction to S4” by Christophe Genolini (PDF, 2009-01-07, 68 pages).
“Creating R Packages: A Tutorial” by Friedrich Leisch (PDF, 2009-02-02, 19 pages).
Non-English DocumentsChinese
A Chinese translation of the manual “An introduction to R” by Guohui Ding (PDF, homepage).
“R reference card”: original by Tom Short, translation by Sizhe Liu (PDF).
“Frequently asked questions” by Sizhe Liu (PDF, 2008-08-04). A collection of FAQs and answers from Chinese R discussion forums. Note that this is an independent collection, this is not a translation of the official R FAQs.
“Statistics and R Reading Notes” by Junxiao Xu (RAR), including material on base R, math and statistics, experimental design, linear regression, ANOVA, non-parametric analysis, epi, time-series analysis, machine learning, Bayesian analysis, HMMs, and graphs.
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