CRAN - Package catdata

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:	1.1
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:	2012-05-21
Author:	Gerhard Tutz, Gunther Schauberger
Maintainer:	Gunther Schauberger <gunther.schauberger@stat.uni-muenchen.de>, Gerhard Tutz <gerhard.tutz at stat.uni-muenchen.de>
License:	GPL-2
CRAN checks:	catdata results

Downloads:

Package source:	catdata_1.1.tar.gz
MacOS X binary:	catdata_1.1.tgz
Windows binary:	catdata_1.1.zip
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
Old sources:	catdata archive