Performance of prior and weighting bias correction methods for rare event logistic regression under the influence of sampling bias

DOI10.1080/03610918.2021.1872629OpenAlexW3127301208MaRDI QIDQ6116469

Olcay Alpay, Emel Cankaya

Publication date: 18 July 2023

Published in: (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2021.1872629

zbMATH Keywords

logistic regressionsampling biasrare eventprior bias correctionweighting bias correction

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Robust weighted kernel logistic regression in imbalanced and rare events data
• Sampling bias and class imbalance in maximum-likelihood logistic regression
• Correcting classifiers for sample selection bias in two-phase case-control studies
• Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

Related Items (1)

Sampling bias and class imbalance in maximum-likelihood logistic regression

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