Regularized regression for two phase failure time studies

DOI10.1016/J.CSDA.2023.107703OpenAlexW4317934127MaRDI QIDQ6168910

Jerald F. Lawless, Unnamed Author

Publication date: 11 July 2023

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2023.107703

zbMATH Keywords

penalized regressioncase-cohortCox modelstwo-phase studies

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Cites Work

• Unnamed Item
• Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
• Nearly unbiased variable selection under minimax concave penalty
• Exposure stratified case-cohort designs
• Two-phase outcome-dependent studies for failure times and testing for effects of expensive covariates
• Pathwise coordinate optimization
• Adapting to Unknown Smoothness via Wavelet Shrinkage
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Evaluating the Predictive Value of Biomarkers with Stratified Case‐Cohort Design
• Regularization and Variable Selection Via the Elastic Net
• Variable selection for case-cohort studies with failure time outcome
• Stratified Case‐Cohort Analysis of General Cohort Sampling Designs

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