Robust and sparse logistic regression

DOI10.1007/S11634-023-00572-4MaRDI QIDQ6653078

Dries Cornilly, Stefan Van Aelst, Lise Tubex, Tim Verdonck

Publication date: 16 December 2024

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

zbMATH Keywords

robustnesslogistic regressionsparsityelastic net\(\gamma\)-divergence

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)

Cites Work

• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Robust binary regression
• Robust parameter estimation with a small bias against heavy contamination
• Implementing the Bianco and Yohai estimator for logistic regression
• Propagation of outliers in multivariate data
• Robust groupwise least angle regression
• Fast computation of robust subspace estimators
• Penalized robust estimators in sparse logistic regression
• Robust and sparse regression in generalized linear model by stochastic optimization
• Fast robust estimation of prediction error based on resampling
• A characteristic function approach to the biased sampling model, with application to robust logistic regression
• Robust mislabel logistic regression without modeling mislabel probabilities
• The influence function of penalized regression estimators
• Minimum distance estimation for the logistic regression model
• Least-absolute-deviations fits for generalized linear models
• Robust Inference for Generalized Linear Models
• Regularization and Variable Selection Via the Elastic Net
• Robust and consistent variable selection in high-dimensional generalized linear models
• Robust Inference and Modeling of Mean and Dispersion for Generalized Linear Models

This page was built for publication: Robust and sparse logistic regression

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6653078)