Penalized Cox's proportional hazards model for high-dimensional survival data with grouped predictors
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Publication:2058906
DOI10.1007/s11222-021-10052-4zbMath1475.62025OpenAlexW3202317400MaRDI QIDQ2058906
Shuai Huang, Xuan Dang, Xiaoning Qian
Publication date: 10 December 2021
Published in: Statistics and Computing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11222-021-10052-4
Computational methods for problems pertaining to statistics (62-08) Reliability and life testing (62N05)
Cites Work
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- Nearly unbiased variable selection under minimax concave penalty
- Cox's regression model for counting processes: A large sample study
- Doubly regularized Cox regression for high-dimensional survival data with group structures
- The composite absolute penalties family for grouped and hierarchical variable selection
- The control of the false discovery rate in multiple testing under dependency.
- Variable selection for Cox's proportional hazards model and frailty model
- Standardization and the Group Lasso Penalty
- The Group Lasso for Logistic Regression
- A note on path-based variable selection in the penalized proportional hazards model
- Penalized logistic regression for detecting gene interactions
- A stagewise rejective multiple test procedure based on a modified Bonferroni test
- A sharper Bonferroni procedure for multiple tests of significance
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
- Model Selection and Estimation in Regression with Grouped Variables
- Adaptive Lasso for Cox's proportional hazards model
- Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
- A fast unified algorithm for solving group-lasso penalize learning problems
- A selective review of group selection in high-dimensional models
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