Robust logistic regression with shift parameter estimation

DOI10.1080/00949655.2023.2201008MaRDI QIDQ6141440

Unnamed Author, Seokho Lee

Publication date: 23 January 2024

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

zbMATH Keywords

logistic regressionoutlierlabel noiserobust classificationshift parameter

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Nearly unbiased variable selection under minimax concave penalty
• Regularization of case-specific parameters for robustness and efficiency
• Wavelet methods in statistics: some recent developments and their applications
• A note on margin-based loss functions in classification
• Robust penalized logistic regression with truncated loss functions
• Outlier Detection Using Nonconvex Penalized Regression
• Robust Truncated Hinge Loss Support Vector Machines
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Label‐noise resistant logistic regression for functional data classification with an application to Alzheimer's disease study
• Convexity, Classification, and Risk Bounds

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