Model choice for regression models with a categorical response

DOI10.2478/jamsi-2022-0005OpenAlexW4283802069MaRDI QIDQ2688818

Jan Kalina

Publication date: 6 March 2023

Published in: Journal of Applied Mathematics, Statistics and Informatics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2478/jamsi-2022-0005

zbMATH Keywords

Akaike information criterioncategorical responsecategorical distribution

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) General nonlinear regression (62J02)

Uses Software

• R
• UCI-ml
• VGAM
• rms
• mnlogit
• gmnl
• lassopack

Cites Work

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• Assigning scores for ordered categorical responses
• Linear Statistical Inference and its Applications
• A new look at the statistical model identification