HSAUR3: A Handbook of Statistical Analyses Using R (3rd Edition)

Functions, data sets, analyses and examples from the third edition of the book ”A Handbook of Statistical Analyses Using R” (Torsten Hothorn and Brian S. Everitt, Chapman & Hall/CRC, 2014). The first chapter of the book, which is entitled ”An Introduction to R”, is completely included in this package, for all other chapters, a vignette containing all data analyses is available. In addition, Sweave source code for slides of selected chapters is included in this package (see HSAUR3/inst/slides). The publishers web page is '<https://www.routledge.com/A-Handbook-of-Statistical-Analyses-using-R/Hothorn-Everitt/p/book/9781482204582>'.

Version: 1.0-15
Depends: R (≥ 3.0.0)
Suggests: boot (≥ 1.3-9), lattice (≥ 0.20-23), MASS (≥ 7.3-29), mgcv (≥ 1.7-27), rpart (≥ 4.1-4), survival (≥ 2.37-4), ape (≥ 3.0-11), coin (≥ 1.1-3), flexmix (≥ 2.3-11), Formula (≥ 1.1-1), gamair (≥ 0.0.8), gamlss.data (≥ 4.2.6), gee (≥ 4.13-18), KernSmooth (≥ 2.23-10), lme4 (≥ 1.0-5), maps (≥ 2.3-6), mboost (≥ 2.2-3), mclust (≥ 4.2), mlbench (≥ 2.1-1), mice (≥ 2.18), multcomp (≥ 1.3-1), mvtnorm (≥ 0.9-9996), partykit (≥ 0.8-0), quantreg (≥ 5.05), randomForest (≥ 4.6-7), rmeta (≥ 2.16), sandwich (≥ 2.3-0), scatterplot3d (≥ 0.3-34), sf (≥ 1.0-9), sp (≥ 1.0-14), TH.data (≥ 1.0-2), tools, vcd (≥ 1.3-1), wordcloud (≥ 2.4), HSAUR2
Published: 2024-08-17
DOI: 10.32614/CRAN.package.HSAUR3
Author: Torsten Hothorn ORCID iD [aut, cre], Brian S. Everitt [aut]
Maintainer: Torsten Hothorn <Torsten.Hothorn at R-project.org>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
In views: TeachingStatistics
CRAN checks: HSAUR3 results

Documentation:

Reference manual: HSAUR3.pdf
Vignettes: Chapter Analyzing Longitudinal Data I (source, R code)
Chapter Analyzing Longitudinal Data II (source, R code)
Chapter Analysis of Variance (source, R code)
Chapter Bayesian Inference (source, R code)
Chapter Cluster Analysis (source, R code)
Chapter Conditional Inference (source, R code)
Chapter Density Estimation (source, R code)
Errata (source, R code)
Chapter Generalized Additive Models (source, R code)
Chapter Data Analysis using Graphical Displays (source, R code)
An Introduction to R (source, R code)
Chapter Logistic Regression and Generalized Linear Models (source, R code)
Chapter Meta-Analysis (source, R code)
Chapter Missing Values (source, R code)
Chapter Multidimensional Scaling (source, R code)
Multiple Linear Regression (source, R code)
Chapter Principal Component Analysis (source, R code)
Chapter Quantile Regression (source, R code)
Chapter Recursive Partitioning (source, R code)
Chapter Simple Inference (source, R code)
Chapter Simultaneous Inference and Multiple Comparisons (source, R code)
Chapter Survival Analysis (source, R code)

Downloads:

Package source: HSAUR3_1.0-15.tar.gz
Windows binaries: r-devel: HSAUR3_1.0-15.zip, r-release: HSAUR3_1.0-15.zip, r-oldrel: HSAUR3_1.0-15.zip
macOS binaries: r-release (arm64): HSAUR3_1.0-15.tgz, r-oldrel (arm64): HSAUR3_1.0-15.tgz, r-release (x86_64): HSAUR3_1.0-15.tgz, r-oldrel (x86_64): HSAUR3_1.0-15.tgz
Old sources: HSAUR3 archive

Reverse dependencies:

Reverse imports: boot.heterogeneity
Reverse suggests: lme4, MANOVA.RM, mc.heterogeneity, mlt.docreg, movMF, rstanarm, tram, tukeytrend, vcd, watson

Linking:

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