catdata-package {catdata}R Documentation

Categorical Data

Description

This R-package contains examples from the book

Tutz (2012): Regression for Categorical Data, Cambridge University Press

The names of the examples refer to the chapter and the data set that is used.

The data sets are

addiction,
aids,
birth,
children,
deathpenalty,
dust,
encephalitis,
foodstamp,
insolvency,
knee,
leucoplakia,
medcare,
reader,
recovery,
rent,
rethinopathy,
teratology,
teratology2,
unemployment,
vaso.

The chapters are abbreviated in the following way

intro Chapter 1 Introduction
binary Chapter 2 Binary Regression: The Logit Model
glm Chapter 3 Generalized Linear Models
modbin Chapter 4 Modeling of Binary Data
altbin Chapter 5 Alternative Binary Regression Models
regsel Chapter 6 Regularization and Variable Selection for Parametric Models (vignettes were removed)
count Chapter 7 Regression Analysis of Count Data
multinomial Chapter 8 Multinomial Response Models
ordinal Chapter 9 Ordinal Response Models
semiparametric Chapter 10 Semi- and Nonparametric Generalized Regression
tree Chapter 11 Tree-Based Methods
loglinear Chapter 12 The Analysis of Contingency Tables
multivariate Chapter 13 Multivariate Response Models
random Chapter 14 Random Effects and Finite Mixtures
prediction Chapter 15 Prediction and Classification

The examples are abbreviated by chaptername-dataset. Thus, for example,

modbin-dust

refers to Chapter 4 (Modeling of Binary Data) and the data set dust.

Overview of examples:

Author(s)

Gerhard Tutz and Gunther Schauberger with contributions from Sarah Maierhofer and Marcus GroƟ

Maintainer:
Gunther Schauberger <gunther.schauberger@tum.de>
Gerhard Tutz <gerhard.tutz@stat.uni-muenchen.de>

References

Gerhard Tutz (2012), Regression for Categorical Data, Cambridge University Press

Examples

## Not run: 
vignette("modbin-dust")

## End(Not run)

[Package catdata version 1.2.2 Index]