Logistic regression diagnostics in ridge regression

DOI10.1007/s00180-017-0755-xzbMath1417.62215OpenAlexW2741979111MaRDI QIDQ1642995

M. Revan Özkale, Stanley Lemeshow, Rodney X. Sturdivant

Publication date: 18 June 2018

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-017-0755-x

zbMATH Keywords

logistic regressionmulticollinearityregression diagnosticsridge logistic estimator

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Ridge regression; shrinkage estimators (Lasso) (62J07) Generalized linear models (logistic models) (62J12) Diagnostics, and linear inference and regression (62J20)

Related Items (5)

Fast Cross-validation for Multi-penalty High-dimensional Ridge Regression ⋮ Identification of outlying and influential data with principal components regression estimation in binary logistic regression ⋮ A first-order approximated jackknifed ridge estimator in binary logistic regression ⋮ Influence diagnostics in gamma ridge regression model ⋮ Profile monitoring for count data using Poisson and Conway-Maxwell-Poisson regression-based control charts under multicollinearity problem

Uses Software

• aplore3

Cites Work

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