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.
- Version1.2.4
- R versionunknown
- LicenseGPL-2
- Needs compilation?No
- Last release01/25/2024
Documentation
- VignetteTeratology - Alternative Binary Models
- VignetteDuration of Unemployment - Different Codings of Covariables
- VignetteVaso Constriction - Logistic Regression
- VignetteNumber of Children - Poisson Models with Polynomial Terms
- VignetteEncephalitis - Loglinear Poisson Model and Normal Distribution Model
- VignetteInsolvency - (Quasi-)Poisson Model and Negative Binomial Model
- VignetteMedical Care - Zero-Inflated and Zero-Hurdle-Model
- VignetteBirth Data - Loglinear Models
- VignetteLeukoplakia - Mosaic Plots
- VignetteExposure to Dust - Logistic Regression and Search for Outliers
- VignetteFoodstamp - Residuals of Logistic Regression
- VignetteDuration of Unemployment - Logit Model
- VignetteDuration of Unemployment - Analysis of Deviance Table for Nested Models
- VignetteAddiction - Multinomial Model
- VignetteAddiction - Multinomial Model with Hierarchically Structured Response
- VignettePreference for Political Parties - Multinomial Logit Model
- VignetteParty Preference - Star Plots
- VignetteTravel Mode - Multinomial Logit Model
- VignetteBirth Data - Bivariate Binary Regression
- VignetteBirth Data - Bivariate Binary GEE
- VignetteKnee Injuries - Marginal Models
- VignetteArthritis - Cumulative Logit Model
- VignetteKnee Injuries - Proportional Odds Models
- VignetteKnee Injuries - Comparison of Link Functions
- VignetteRetinopathy - Testing Proportional Odds Assumption
- VignetteRetinopathy - Sequential Logit Models
- VignetteMedical Care - Comparison of different count data models
- VignetteAIDS - Semiparametric Mixed Model
- VignetteBeta-blockers - Discrete Mixture Models
- VignetteKnee Data - Random Effects Logit Models
- VignetteKnee Data - Sequential/Cumulative Random Effects Logit Models
- VignetteKnee Data - Discrete Mixture Model
- VignetteAddiction - Additive Multinomial Logit Models
- VignetteNumber of Children - Partially Additive Model
- VignetteExposure to Dust - Generalized Additive Models
- VignetteDuration of Unemployment - Cubic B-Splines
- VignetteExposure to Dust - Trees
- VignetteDuration of Unemployment - Trees
Team
Gunther Schauberger
Gerhard Tutz
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- Depends1 package
- Suggests24 packages
- Reverse Imports1 package
- Reverse Suggests2 packages