Vignettes from package 'catdata'
Teratology - Alternative Binary Models -
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Duration of Unemployment - Different Codings of Covariables -
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Vaso Constriction - Logistic Regression -
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Number of Children - Poisson Models with Polynomial Terms -
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Encephalitis - Loglinear Poisson Model and Normal Distribution Model -
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Insolvency - (Quasi-)Poisson Model and Negative Binomial Model -
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Medical Care - Zero-Inflated and Zero-Hurdle-Model -
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Birth Data - Loglinear Models -
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Leukoplakia - Mosaic Plots -
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Exposure to Dust - Logistic Regression and Search for Outliers -
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Foodstamp - Residuals of Logistic Regression -
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Duration of Unemployment - Logit Model -
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Duration of Unemployment - Analysis of Deviance Table for Nested Models -
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Addiction - Multinomial Model -
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Addiction - Multinomial Model with Hierarchically Structured Response -
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Preference for Political Parties - Multinomial Logit Model -
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Party Preference - Star Plots -
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Travel Mode - Multinomial Logit Model -
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Birth Data - Bivariate Binary Regression -
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Birth Data - Bivariate Binary GEE -
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Knee Injuries - Marginal Models -
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Arthritis - Cumulative Logit Model -
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Knee Injuries - Proportional Odds Models -
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Knee Injuries - Comparison of Link Functions -
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Retinopathy - Testing Proportional Odds Assumption -
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Retinopathy - Sequential Logit Models -
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Glass - Comparing methods for discriminant analysis -
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Medical Care - Comparison of different count data models -
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AIDS - Semiparametric Mixed Model -
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Beta-blockers - Discrete Mixture Models -
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Knee Data - Random Effects Logit Models -
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Knee Data - Sequential/Cumulative Random Effects Logit Models -
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Knee Data - Discrete Mixture Model -
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Regularization and Variable Selection for Parametric Models (1) -
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Regularization and Variable Selection for Parametric Models (2) -
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Regularization and Variable Selection for Parametric Models (3) -
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Regularization and Variable Selection for Parametric Models (4) -
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Regularization and Variable Selection for Parametric Models (5) -
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Regularization and Variable Selection for Parametric Models (6) -
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Addiction - Additive Multinomial Logit Models -
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Number of Children - Partially Additive Model -
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Exposure to Dust - Generalized Additive Models -
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Duration of Unemployment - Cubic B-Splines -
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Exposure to Dust - Trees -
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Duration of Unemployment - Trees -
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