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Computational Statistics: An Introduction to R

Web Links and Packages

Home page: http://sintro.r-forge.r-project.org/

Introduction

R project
http://www.r-project.org/
R archive
http://www.cran.r-project.org/
R forge
http://r-forge.r-project.org/
R Frequently Asked Questions
http://www.cran.r-project.org/faqs.html
R Manuals
http://www.cran.r-project.org/manuals.html
S-Plus
http://www.insightful.com/
Omegahat
http://www.omegahat.org/
Bioconductor
http://www.bioconductor.org/
Venables, W.N.; Ripley, B.D. (2002): Modern Applied Statistics with S. Heidelberg:Springer.
http://www.stats.ox.ac.uk/pub/MASS4/
Venables, W.N.; Ripley, B.D. (2000): Programming in S. Heidelberg:Springer.
http://www.stats.ox.ac.uk/pub/MASS3/Sprog

Chapter 1: Basic Data Analysis

Sweave
http://leisch.userweb.mwn.de/Sweave/
CRAN Contributed Packages
http://www.cran.r-project.org/src/contrib/PACKAGES.html

Chapter 2: Regression

Library MASSThis library is built in.
Use R commandlibrary(MASS)
p35 Data Set
Use R command      p35 <- read.delim("http//sintro.rforge.r-project.org/data/p35.tab")
Library MultcompInstall with install.packages("multcomp")
Use R command      library(multcomp)
Sawitzki, G. (1994): Numerical Reliability of Data Analysis Systems. Computational Statistics & Data Analysis 18.2 (1994) 269-286, 289-301
http://www.statlab.uni-heidelberg.de/reports/

Chapter 3: Comparisons

Library BinomInstall with install.packages("binom")
Use R command      library(binom)

Chapter 4: Dimensions 1, 2, 3, …, ∞

Trellis
http://cm.bell-labs.com/cm/ms/departments/sia/project/trellis/
Library Grid and LatticeThese libraries are built in.
Use R commandlibrary("lattice")
Ggobi
http://www.ggobi.org/
Library RggobiInstall with install.packages("rggobi")
Use R command      library(rggobi)
Library RglInstall with install.packages("rgl")
Use R command      library(rgl)
Colour Data
http://www.statlab.uni-heidelberg.de/data/color/
Lshorth
http://lshorth.r-forge.r-project.org/
Library LocfitInstall with install.packages("locfit")
Use R command      library(locfit)
Library UseRInstall with install.packages("UseR")
Use R command      library(UseR)
Library LeapsInstall with install.packages("leaps")
Use R command      library(leaps)
Library PlsInstall with install.packages("pls")
Use R command      library(pls)
Microarray Video
http://www.statlab.uni-heidelberg.de/projects/genex/cdna.mpg
CRAN Views
http://cran.at.r-project.org/src/contrib/Views/

Appendix: R as a Programming Language and Environment

Foreign File Access: StataInstall with install.packages("stataread")
Use R command      library(stataread)
Foreign File Access: SQLInstall with install.packages("RODBC")
Use R command      library(RODBC)
Foreign File Access: SAS, SPSS, MinitabInstall with install.packages("foreign")
Use R command      library(foreign)
Library ChronInstall with install.packages("chron")
Use R command      library(chron)
Library NlsInstall with install.packages("nls")
Use R command      library(nls)
Library DistrInstall with install.packages("distr")
Use R command      library(distr)
Memory Profiling
http://developer.r-project.org/memory-profiling.html
http://developer.r-project.org/valgrind-internal.html

Home page: http://sintro.r-forge.r-project.org/
gs 2016-06-06