Package: catdata 1.2.4

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.

Authors:Gunther Schauberger, Gerhard Tutz

catdata_1.2.4.tar.gz
catdata_1.2.4.zip(r-4.7)catdata_1.2.4.zip(r-4.6)catdata_1.2.4.zip(r-4.5)
catdata_1.2.4.tgz(r-4.6-any)catdata_1.2.4.tgz(r-4.5-any)
catdata_1.2.4.tar.gz(r-4.7-any)catdata_1.2.4.tar.gz(r-4.6-any)
catdata_1.2.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
catdata/json (API)

# Install 'catdata' in R:

install.packages('catdata', repos = c('https://schaubert.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/schaubert/catdata/issues

Datasets:

addiction - Are addicted weak-willed, deseased or both?
aids - AIDS
birth - Birth
children - Number of Children
deathpenalty - Death-Penalty
dust - Chronic Bronchial Reaction to Dust
encephalitis - Cases of Herpes Encephalitis in Bavaria and Saxony
foodstamp - Food-Stamp Program
glass - Glass Identification
heart - Heart Disease
insolvency - Insolvency of companies in Berlin
knee - Knee Injuries
kneecumulative - Knee Injuries
kneesequential - Knee Injuries
leukoplakia - Leukoplakia
medcare - Number of Physician Office Visits
reader - Who is a Regular Reader?
recovery - Post-Surgery Recovery of Children
rent - Rent in Munich
retinopathy - Retinopathy
teratology - Teratology
teratology2 - Teratology2
unemployment - Long term/short term unemployment
vaso - Vasoconstriciton and Breathing

On CRAN:

7.41 score 2 packages 174 scripts 6.5k downloads 0 exports 1 dependencies

Last updated from:d42804608b. Checks:7 NOTE, 1 ERROR, 1 OK. Indexed: yes.

Target	Result	Time	Files	Syslog
linux-devel-x86_64	NOTE	164
source / vignettes	ERROR	258
linux-release-x86_64	NOTE	201
macos-release-arm64	NOTE	106
macos-oldrel-arm64	NOTE	115
windows-devel	NOTE	83
windows-release	NOTE	92
windows-oldrel	NOTE	128
wasm-release	OK	136

Exports:

Dependencies:MASS

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Addiction - Additive Multinomial Logit Models

Rendered fromsemiparametric-addiction.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Addiction - Multinomial Model

Rendered frommultinomial-addiction1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Addiction - Multinomial Model with Hierarchically Structured Response

Rendered frommultinomial-addiction2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

AIDS - Semiparametric Mixed Model

Rendered fromrandom-aids.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Arthritis - Cumulative Logit Model

Rendered fromordinal-arthritis.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Beta-blockers - Discrete Mixture Models

Rendered fromrandom-betablocker.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Birth Data - Bivariate Binary GEE

Rendered frommultivariate-birth2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Birth Data - Bivariate Binary Regression

Rendered frommultivariate-birth1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Birth Data - Loglinear Models

Rendered fromloglinear-birth.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Duration of Unemployment - Analysis of Deviance Table for Nested Models

Rendered frommodbin-unemployment2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Duration of Unemployment - Cubic B-Splines

Rendered fromsemiparametric-unemployment.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Duration of Unemployment - Different Codings of Covariables

Rendered frombinary-unemployment.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Duration of Unemployment - Logit Model

Rendered frommodbin-unemployment1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Duration of Unemployment - Trees

Rendered fromtree-unemployment.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Encephalitis - Loglinear Poisson Model and Normal Distribution Model

Rendered fromcount-encephalitis.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Exposure to Dust - Generalized Additive Models

Rendered fromsemiparametric-dust.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Exposure to Dust - Logistic Regression and Search for Outliers

Rendered frommodbin-dust.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Exposure to Dust - Trees

Rendered fromtree-dust.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Foodstamp - Residuals of Logistic Regression

Rendered frommodbin-foodstamp.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Insolvency - (Quasi-)Poisson Model and Negative Binomial Model

Rendered fromcount-insolvency.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Data - Discrete Mixture Model

Rendered fromrandom-knee3.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Data - Random Effects Logit Models

Rendered fromrandom-knee1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Data - Sequential/Cumulative Random Effects Logit Models

Rendered fromrandom-knee2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Injuries - Comparison of Link Functions

Rendered fromordinal-knee2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Injuries - Marginal Models

Rendered frommultivariate-knee.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Knee Injuries - Proportional Odds Models

Rendered fromordinal-knee1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Leukoplakia - Mosaic Plots

Rendered fromloglinear-leukoplakia.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Medical Care - Comparison of different count data models

Rendered fromprediction-medcare.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Medical Care - Zero-Inflated and Zero-Hurdle-Model

Rendered fromcount-medcare.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Number of Children - Partially Additive Model

Rendered fromsemiparametric-children.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Number of Children - Poisson Models with Polynomial Terms

Rendered fromcount-children.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Party Preference - Star Plots

Rendered frommultinomial-party2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Preference for Political Parties - Multinomial Logit Model

Rendered frommultinomial-party1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Retinopathy - Sequential Logit Models

Rendered fromordinal-retinopathy2.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Retinopathy - Testing Proportional Odds Assumption

Rendered fromordinal-retinopathy1.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Teratology - Alternative Binary Models

Rendered fromaltbin-teratology.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Travel Mode - Multinomial Logit Model

Rendered frommultinomial-travel.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Vaso Constriction - Logistic Regression

Rendered frombinary-vaso.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2024-01-23
Started: 2024-01-23

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Categorical Data	catdata-package catdata
Are addicted weak-willed, deseased or both?	addiction
AIDS	aids
Birth	birth
Number of Children	children
Death-Penalty	deathpenalty
Chronic Bronchial Reaction to Dust	dust
Cases of Herpes Encephalitis in Bavaria and Saxony	encephalitis
Food-Stamp Program	foodstamp
Glass Identification	glass
Heart Disease	heart
Insolvency of companies in Berlin	insolvency
Knee Injuries	knee
Knee Injuries	kneecumulative
Knee Injuries	kneesequential
Leukoplakia	leukoplakia
Number of Physician Office Visits	medcare
Who is a Regular Reader?	reader
Post-Surgery Recovery of Children	recovery
Rent in Munich	rent
Retinopathy	retinopathy
Teratology	teratology
Teratology2	teratology2
long term/short term unemployment	unemployment
Vasoconstriciton and Breathing	vaso

Usage by other packages (reverse dependencies)