I would like to buy a basic statistics book (experimental design, sampling, ANOVA, regression, etc.) with examples in R. Or download it in PDF or html format. I went to the CRAN contributed documentation, but there were only R textbooks, that is, textbooks where R is the focus, not the statistics. And I would like to find the opposite. Other text I am trying to find is multivariate data analysis (EFA, cluster, mult regression, MANOVA, etc.) with examples with R. Any recommendation? Thank you in advance, Iuri.
I recommend mine, which is listed in CRAN,
Statistical Analysis and Data Display
Richard M. Heiberger and Burt Holland
http://springeronline.com/0-387-40270-5
All examples and figures in the book are included in the online files that
may be downloaded from the book's website. The R package HH containing
the R functions from the online files is now on CRAN.
Venables and Ripley's Modern Applied Statistics with S was recommended on the CRAN site, and I like it myself. On 9/20/06, Iuri Gavronski <iuri at ufrgs.br> wrote:> I would like to buy a basic statistics book (experimental design, > sampling, ANOVA, regression, etc.) with examples in R. Or download it > in PDF or html format. > I went to the CRAN contributed documentation, but there were only R > textbooks, that is, textbooks where R is the focus, not the > statistics. And I would like to find the opposite. > Other text I am trying to find is multivariate data analysis (EFA, > cluster, mult regression, MANOVA, etc.) with examples with R. > Any recommendation? > > Thank you in advance, > > Iuri. > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. >-- I can answer any question. "I don't know" is an answer. "I don't know yet" is a better answer.
Not withstanding Prof. Heiberger's admirable enthusiasm, I think the canonical answer is probably MASS (Modern Applied Statistics with S) by Venables and Ripley. It is very comprehensive, but depending on your background, you may find it too telegraphic. -- Bert Gunter Genentech Non-Clinical Statistics South San Francisco, CA "The business of the statistician is to catalyze the scientific learning process." - George E. P. Box> -----Original Message----- > From: r-help-bounces at stat.math.ethz.ch > [mailto:r-help-bounces at stat.math.ethz.ch] On Behalf Of Iuri Gavronski > Sent: Wednesday, September 20, 2006 1:22 PM > To: r-help at stat.math.ethz.ch > Subject: [R] Statitics Textbook - any recommendation? > > I would like to buy a basic statistics book (experimental design, > sampling, ANOVA, regression, etc.) with examples in R. Or > download it > in PDF or html format. > I went to the CRAN contributed documentation, but there were only R > textbooks, that is, textbooks where R is the focus, not the > statistics. And I would like to find the opposite. > Other text I am trying to find is multivariate data analysis (EFA, > cluster, mult regression, MANOVA, etc.) with examples with R. > Any recommendation? > > Thank you in advance, > > Iuri. > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide > http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. >
Hi all, I am very fond of Using R for Introductory Statistics by John Verzani, 2005, Chapman & Hall. Regards D. Trenkler -- Dietrich Trenkler c/o Universitaet Osnabrueck Rolandstr. 8; D-49069 Osnabrueck, Germany email: Dietrich.Trenkler at Uni-Osnabrueck.de
On Wednesday 20 September 2006 22:21, Iuri Gavronski wrote:> I would like to buy a basic statistics book (experimental design, > sampling, ANOVA, regression, etc.) with examples in R. Or download it > in PDF or html format. > I went to the CRAN contributed documentation, but there were only R > textbooks, that is, textbooks where R is the focus, not the > statistics. And I would like to find the opposite. > Other text I am trying to find is multivariate data analysis (EFA, > cluster, mult regression, MANOVA, etc.) with examples with R. > Any recommendation?I'd say the situation is actually the opposite. Anyway, the recent book by Brian Everitt and Torsten Hothorn (A handbook of statistical analyses using R. Chapman & Hall) is an excellent (and affordable) place to start. (I think that this book's context emphasizes that it is stats with R as the language: Everitt has (co)authored a bunch of others in other languages ---SAS, Stata, SPSS, etc). Of course, there are many others that probably deserver a place on your (or your library's) shelves: P. Dalgaard's MASS Maindonald & Braun Heiberger & Holland etc HTH, R.> > Thank you in advance, > > Iuri. > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide > http://www.R-project.org/posting-guide.html and provide commented, minimal, > self-contained, reproducible code.-- Ram?n D?az-Uriarte Bioinformatics Centro Nacional de Investigaciones Oncol?gicas (CNIO) (Spanish National Cancer Center) Melchor Fern?ndez Almagro, 3 28029 Madrid (Spain) Fax: +-34-91-224-6972 Phone: +-34-91-224-6900 http://ligarto.org/rdiaz PGP KeyID: 0xE89B3462 (http://ligarto.org/rdiaz/0xE89B3462.asc) **NOTA DE CONFIDENCIALIDAD** Este correo electr?nico, y en s...{{dropped}}
MJ Crawley "Statistics: An Introduction Using R", received a good review in Journal of the Royal Statistical Society, Vol 169. Dan Bebber Dr. Daniel P. Bebber Department of Plant Sciences University of Oxford South Parks Road Oxford OX1 3RB UK [[alternative HTML version deleted]]
Iuri Gavronski schrieb:> Other text I am trying to find is multivariate data analysis (EFA, > cluster, mult regression, MANOVA, etc.) with examples with R.Hi Iuri, for your second answer I would recommend B. Everitt: An R and S-PLUS Companion to Multivariate Analysis. Springer 2005. isbn 1-85233-882-2. Best Wolfgang -- privat: Wolfgang Lindner, Stieglitzweg 6, D-42799 Leichlingen
How about this book by Julian Faraway. http://www.stat.lsa.umich.edu/~faraway/book/ It covers only regression and anova, but I really like the book. It gives a good overview of the important topics in linear regression and anova. Also it is on the web and hence "free". Ritwik On 9/22/06, Wolfgang Lindner <LindnerW at t-online.de> wrote:> Iuri Gavronski schrieb: > > Other text I am trying to find is multivariate data analysis (EFA, > > cluster, mult regression, MANOVA, etc.) with examples with R. > > Hi Iuri, > > for your second answer I would recommend > B. Everitt: An R and S-PLUS Companion to Multivariate Analysis. Springer 2005. > isbn 1-85233-882-2. > > Best > Wolfgang > -- > privat: Wolfgang Lindner, Stieglitzweg 6, D-42799 Leichlingen > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. >-- Ritwik Sinha Graduate Student Epidemiology and Biostatistics Case Western Reserve University http://darwin.cwru.edu/~rsinha