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:	1.2.4
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:	2024-01-25
DOI:	10.32614/CRAN.package.catdata
Author:	Gunther Schauberger, Gerhard Tutz
Maintainer:	Gunther Schauberger <gunther.schauberger at tum.de>
License:	GPL-2
NeedsCompilation:	no
CRAN checks:	catdata results

Documentation:

Reference manual:

catdata.pdf

Vignettes:

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

Downloads:

Package source:	catdata_1.2.4.tar.gz
Windows binaries:	r-devel: catdata_1.2.4.zip, r-release: catdata_1.2.4.zip, r-oldrel: catdata_1.2.4.zip
macOS binaries:	r-release (arm64): catdata_1.2.4.tgz, r-oldrel (arm64): catdata_1.2.4.tgz, r-release (x86_64): catdata_1.2.4.tgz, r-oldrel (x86_64): catdata_1.2.4.tgz
Old sources:	catdata archive

Reverse dependencies:

Reverse imports:	smurf
Reverse suggests:	mdgc, robustbase

Linking:

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