catdata: Categorical Data

This R-package contains examples from the book "Regression for Categorical Data", Tutz 2011, Cambridge University Press. The names of the examples refer to the chapter and the data set that is used.

Version: 1.2
Depends: R (≥ 2.10), MASS
Suggests: rms, qvcalc, glmmML, nnet, pscl, VGAM, gee, mlogit, Ecdat, geepack, mgcv, rpart, party, ordinal, lme4, vcdExtra, glmnet, mboost, class, e1071, flexmix, lqa, lpSolve, GAMBoost, penalized
Published: 2014-02-24
Author: Gunther Schauberger, Gerhard Tutz
Maintainer: Gunther Schauberger <gunther.schauberger at stat.uni-muenchen.de>
License: GPL-2
NeedsCompilation: no
CRAN checks: catdata results

Downloads:

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
Glass - Comparing methods for discriminant analysis
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
Regularization and Variable Selection for Parametric Models (1)
Regularization and Variable Selection for Parametric Models (2)
Regularization and Variable Selection for Parametric Models (3)
Regularization and Variable Selection for Parametric Models (4)
Regularization and Variable Selection for Parametric Models (5)
Regularization and Variable Selection for Parametric Models (6)
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
Package source: catdata_1.2.tar.gz
MacOS X binary: catdata_1.2.tgz
Windows binary: catdata_1.2.zip
Old sources: catdata archive

Reverse dependencies:

Reverse suggests: robustbase