catdata: Categorical Data

This R-package contains examples from the book "Regression for Categorical Data", Tutz 2012, Cambridge University Press. The names of the examples refer to the chapter and the data set that is used.

Version:	1.2.5
Depends:	MASS
Suggests:	knitr, rms, qvcalc, glmmML, nnet, pscl, VGAM, gee, mlogit, Ecdat, geepack, mgcv, rpart, party, ordinal, lme4, vcdExtra, glmnet, mboost, class, e1071, flexmix, lpSolve, penalized
Published:	2025-12-04
DOI:	10.32614/CRAN.package.catdata
Author:	Gunther Schauberger [aut, cre], Gerhard Tutz [aut]
Maintainer:	Gunther Schauberger <gunther.schauberger at tum.de>
License:	GPL-2
NeedsCompilation:	no
CRAN checks:	catdata results

Documentation:

Reference manual:

catdata.html , catdata.pdf

Vignettes:

Teratology - Alternative Binary Models (source, R code) Duration of Unemployment - Different Codings of Covariables (source, R code) Vaso Constriction - Logistic Regression (source, R code) Number of Children - Poisson Models with Polynomial Terms (source, R code) Encephalitis - Loglinear Poisson Model and Normal Distribution Model (source, R code) Insolvency - (Quasi-)Poisson Model and Negative Binomial Model (source, R code) Medical Care - Zero-Inflated and Zero-Hurdle-Model (source, R code) Birth Data - Loglinear Models (source, R code) Leukoplakia - Mosaic Plots (source, R code) Exposure to Dust - Logistic Regression and Search for Outliers (source, R code) Foodstamp - Residuals of Logistic Regression (source, R code) Duration of Unemployment - Logit Model (source, R code) Duration of Unemployment - Analysis of Deviance Table for Nested Models (source, R code) Addiction - Multinomial Model (source, R code) Addiction - Multinomial Model with Hierarchically Structured Response (source, R code) Preference for Political Parties - Multinomial Logit Model (source, R code) Party Preference - Star Plots (source, R code) Travel Mode - Multinomial Logit Model (source, R code) Birth Data - Bivariate Binary Regression (source, R code) Birth Data - Bivariate Binary GEE (source, R code) Knee Injuries - Marginal Models (source, R code) Arthritis - Cumulative Logit Model (source, R code) Knee Injuries - Proportional Odds Models (source, R code) Knee Injuries - Comparison of Link Functions (source, R code) Retinopathy - Testing Proportional Odds Assumption (source, R code) Retinopathy - Sequential Logit Models (source, R code) Medical Care - Comparison of different count data models (source, R code) AIDS - Semiparametric Mixed Model (source, R code) Beta-blockers - Discrete Mixture Models (source, R code) Knee Data - Random Effects Logit Models (source, R code) Knee Data - Sequential/Cumulative Random Effects Logit Models (source, R code) Knee Data - Discrete Mixture Model (source, R code) Addiction - Additive Multinomial Logit Models (source, R code) Number of Children - Partially Additive Model (source, R code) Exposure to Dust - Generalized Additive Models (source, R code) Duration of Unemployment - Cubic B-Splines (source, R code) Exposure to Dust - Trees (source, R code) Duration of Unemployment - Trees (source, R code)

Downloads:

Package source:	catdata_1.2.5.tar.gz
Windows binaries:	r-devel: catdata_1.2.5.zip, r-release: catdata_1.2.5.zip, r-oldrel: catdata_1.2.5.zip
macOS binaries:	r-release (arm64): catdata_1.2.5.tgz, r-oldrel (arm64): catdata_1.2.5.tgz, r-release (x86_64): catdata_1.2.5.tgz, r-oldrel (x86_64): catdata_1.2.5.tgz
Old sources:	catdata archive

Reverse dependencies:

Reverse imports:	smurf
Reverse suggests:	mdgc, robustbase

Linking:

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