Response shrinkage estimation in multinomial logit models

DOI10.1016/J.JSPI.2011.06.027zbMath1236.62082OpenAlexW2093811114MaRDI QIDQ643380

Faisal Maqbool Zahid, Christian Heumann

Publication date: 28 October 2011

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2011.06.027

zbMATH Keywords

logistic regressionresistant fittingshadow data

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Generalized linear models (logistic models) (62J12)

Uses Software

• Fahrmeir

Cites Work

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• Robustness against separation and outliers in logistic regression
• Response shrinkage estimators in binary regression
• Logistic regression diagnostics
• Ridge estimation for multinomial logit models with symmetric side constraints
• Graphical Methods for Assessing Logistic Regression Models
• Multiple-Group Logistic Regression Diagnostics
• Some diagnostics for binary logistic regression via smoothing
• Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models
• Multivariate statistical modelling based on generalized linear models.

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