Conditional distribution-based downweighting for robust estimation of logistic regression models

DOI10.1007/978-3-031-22687-8_16MaRDI QIDQ6606413

Weichang Yu, Howard D. Bondell

Publication date: 16 September 2024

zbMATH Keywords

robustnessefficiencyM-estimationcase-control

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Asymptotic distribution theory in statistics (62E20) Robustness and adaptive procedures (parametric inference) (62F35) Multivariate analysis (62Hxx)

Cites Work

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• Logistic regression diagnostics
• Minimum distance estimation for the logistic regression model
• Detection of Influential Observation in Linear Regression
• Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models
• On the asymptotic distribution of Cook's distance in logistic regression models

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