Penalized Empirical Likelihood via Bridge Estimator in Cox's Proportional Hazard Model

DOI10.1080/03610926.2012.657325zbMath1462.62211OpenAlexW2085719432MaRDI QIDQ2815373

Wen Hou, Xiangyan Hou, Xiaoguang Wang, Lixin Song

Publication date: 28 June 2016

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2012.657325

zbMATH Keywords

empirical likelihoodvariable selectionbridge estimatorCox's proportional hazard model

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Censored data models (62N01)

Related Items (5)

Penalized empirical likelihood for generalized linear models with longitudinal data ⋮ Adaptive bridge estimator for Cox model with a diverging number of parameters ⋮ Orthogonal weighted empirical likelihood-based variable selection for semiparametric instrumental variable models ⋮ Penalized empirical likelihood for the sparse Cox regression model ⋮ Penalised empirical likelihood for the additive hazards model with high-dimensional data

Cites Work

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• Variable selection for Cox's proportional hazards model and frailty model
• Empirical likelihood based variable selection
• Penalized high-dimensional empirical likelihood
• Empirical likelihood ratio confidence intervals for a single functional
• Partial likelihood
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• EMPIRICAL LIKELIHOOD FOR COX REGRESSION MODEL UNDER RANDOM CENSORSHIP
• Adaptive Lasso for Cox's proportional hazards model

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