CRAN/E | catdata

catdata

Categorical Data

Installation

About

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.

Key Metrics

Version 1.2.4
Published 2024-01-25 92 days ago
Needs compilation? no
License GPL-2
CRAN checks catdata results

Downloads

Yesterday 59 0%
Last 7 days 306 -37%
Last 30 days 1.721 -1%
Last 90 days 5.571 +12%
Last 365 days 20.446 -23%

Maintainer

Maintainer

Gunther Schauberger

gunther.schauberger@tum.de

Authors

Gunther Schauberger
Gerhard Tutz

Material

Reference manual
Package source

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

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

catdata archive

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

Reverse Imports

smurf

Reverse Suggests

mdgc
robustbase