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

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catdata/json (API)

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

Peer review:

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

Datasets:

On CRAN:

6.62 score 2 packages 158 scripts 1.1k downloads 0 exports 1 dependencies

Last updated 10 months agofrom:d42804608b. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxOKNov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winNOTENov 01 2024
R-4.3-macNOTENov 01 2024

Exports:

Dependencies:MASS

Addiction - Additive Multinomial Logit Models

Rendered fromsemiparametric-addiction.Rnwusingutils::Sweaveon Nov 01 2024.

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

Addiction - Multinomial Model

Rendered frommultinomial-addiction1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Addiction - Multinomial Model with Hierarchically Structured Response

Rendered frommultinomial-addiction2.Rnwusingutils::Sweaveon Nov 01 2024.

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

AIDS - Semiparametric Mixed Model

Rendered fromrandom-aids.Rnwusingutils::Sweaveon Nov 01 2024.

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

Arthritis - Cumulative Logit Model

Rendered fromordinal-arthritis.Rnwusingutils::Sweaveon Nov 01 2024.

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

Beta-blockers - Discrete Mixture Models

Rendered fromrandom-betablocker.Rnwusingutils::Sweaveon Nov 01 2024.

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

Birth Data - Bivariate Binary GEE

Rendered frommultivariate-birth2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Birth Data - Bivariate Binary Regression

Rendered frommultivariate-birth1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Birth Data - Loglinear Models

Rendered fromloglinear-birth.Rnwusingutils::Sweaveon Nov 01 2024.

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

Duration of Unemployment - Analysis of Deviance Table for Nested Models

Rendered frommodbin-unemployment2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Duration of Unemployment - Cubic B-Splines

Rendered fromsemiparametric-unemployment.Rnwusingutils::Sweaveon Nov 01 2024.

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

Duration of Unemployment - Different Codings of Covariables

Rendered frombinary-unemployment.Rnwusingutils::Sweaveon Nov 01 2024.

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

Duration of Unemployment - Logit Model

Rendered frommodbin-unemployment1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Duration of Unemployment - Trees

Rendered fromtree-unemployment.Rnwusingutils::Sweaveon Nov 01 2024.

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

Encephalitis - Loglinear Poisson Model and Normal Distribution Model

Rendered fromcount-encephalitis.Rnwusingutils::Sweaveon Nov 01 2024.

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

Exposure to Dust - Generalized Additive Models

Rendered fromsemiparametric-dust.Rnwusingutils::Sweaveon Nov 01 2024.

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

Exposure to Dust - Logistic Regression and Search for Outliers

Rendered frommodbin-dust.Rnwusingutils::Sweaveon Nov 01 2024.

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

Exposure to Dust - Trees

Rendered fromtree-dust.Rnwusingutils::Sweaveon Nov 01 2024.

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

Foodstamp - Residuals of Logistic Regression

Rendered frommodbin-foodstamp.Rnwusingutils::Sweaveon Nov 01 2024.

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

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

Rendered fromcount-insolvency.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Data - Discrete Mixture Model

Rendered fromrandom-knee3.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Data - Random Effects Logit Models

Rendered fromrandom-knee1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Data - Sequential/Cumulative Random Effects Logit Models

Rendered fromrandom-knee2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Injuries - Comparison of Link Functions

Rendered fromordinal-knee2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Injuries - Marginal Models

Rendered frommultivariate-knee.Rnwusingutils::Sweaveon Nov 01 2024.

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

Knee Injuries - Proportional Odds Models

Rendered fromordinal-knee1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Leukoplakia - Mosaic Plots

Rendered fromloglinear-leukoplakia.Rnwusingutils::Sweaveon Nov 01 2024.

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

Medical Care - Comparison of different count data models

Rendered fromprediction-medcare.Rnwusingutils::Sweaveon Nov 01 2024.

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

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

Rendered fromcount-medcare.Rnwusingutils::Sweaveon Nov 01 2024.

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

Number of Children - Partially Additive Model

Rendered fromsemiparametric-children.Rnwusingutils::Sweaveon Nov 01 2024.

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

Number of Children - Poisson Models with Polynomial Terms

Rendered fromcount-children.Rnwusingutils::Sweaveon Nov 01 2024.

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

Party Preference - Star Plots

Rendered frommultinomial-party2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Preference for Political Parties - Multinomial Logit Model

Rendered frommultinomial-party1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Retinopathy - Sequential Logit Models

Rendered fromordinal-retinopathy2.Rnwusingutils::Sweaveon Nov 01 2024.

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

Retinopathy - Testing Proportional Odds Assumption

Rendered fromordinal-retinopathy1.Rnwusingutils::Sweaveon Nov 01 2024.

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

Teratology - Alternative Binary Models

Rendered fromaltbin-teratology.Rnwusingutils::Sweaveon Nov 01 2024.

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

Travel Mode - Multinomial Logit Model

Rendered frommultinomial-travel.Rnwusingutils::Sweaveon Nov 01 2024.

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

Vaso Constriction - Logistic Regression

Rendered frombinary-vaso.Rnwusingutils::Sweaveon Nov 01 2024.

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