Penalized and Shrinkage Estimation in the Cox Proportional Hazards Model
DOI10.1080/03610926.2013.826368zbMath1462.62582OpenAlexW2274232034MaRDI QIDQ5419344
Shakhawat Hossain, S. Ejaz Ahmed
Publication date: 6 June 2014
Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610926.2013.826368
likelihood ratio testMonte Carlo simulationshrinkage estimatorsLASSOCox's proportional hazards modeladaptive LASSOasymptotic distributional bias and risk
Censored data models (62N01) Estimation in survival analysis and censored data (62N02) Testing in survival analysis and censored data (62N03)
Related Items (2)
Cites Work
- Shrinkage estimation for identification of linear components in additive models
- LASSO and shrinkage estimation in Weibull censored regression models
- Regularization for Cox's proportional hazards model with NP-dimensionality
- Cox's regression model for counting processes: A large sample study
- Improved estimation in multiple linear regression models with measurement error and general constraint
- Positive shrinkage, improved pretest and absolute penalty estimators in partially linear models
- Variable selection for Cox's proportional hazards model and frailty model
- Shrinkage and Penalty Estimators of a Poisson Regression Model
- On the Stein-Type Liu Estimator and Positive-Rule Stein-Type Liu Estimator in Multiple Linear Regression Models
- An Improved Estimation in Regression Parameter Matrix in Multivariate Regression Model
- The Dantzig Selector in Cox's Proportional Hazards Model
- A note on path-based variable selection in the penalized proportional hazards model
- A Step-up Procedure for Selecting Variables Associated with Survival
- Adaptive Lasso for Cox's proportional hazards model
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