Variable selection in semiparametric hazard regression for multivariate survival data

DOI10.1016/j.jmva.2015.07.015zbMath1325.62091OpenAlexW1444683744MaRDI QIDQ893164

Weihua Zhao, Yazhao Lv, Ji-cai Liu, Ri-quan Zhang

Publication date: 13 November 2015

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2015.07.015

zbMATH Keywords

local polynomial regressionvariable selectionnonconcave penalized likelihoodpartially linear varying-coefficient modelmarginal hazard modelpseudo-partial likelihoodmultivariate survival data

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Censored data models (62N01)

Related Items (1)

Adaptive bi-level variable selection for multivariate failure time model with a diverging number of covariates

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Nearly unbiased variable selection under minimax concave penalty
• Local likelihood and local partial likelihood in hazard regression
• Efficient estimation of the partly linear additive Cox model
• Variable selection for Cox's proportional hazards model and frailty model
• Variable selection in semiparametric regression modeling
• Local Likelihood Estimation
• Partially Linear Additive Hazards Regression With Varying Coefficients
• Partially Linear Hazard Regression with Varying Coefficients for Multivariate Survival Data
• Multivariate Generalizations of the Proportional Hazards Model
• Generalized Partially Linear Single-Index Models
• Efficient Estimation of Fixed and Time‐varying Covariate Effects in Multiplicative Intensity Models
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Marginal Regression Models for Multivariate Failure Time Data
• Efficient Estimation and Inferences for Varying-Coefficient Models
• Global Partial Likelihood for Nonparametric Proportional Hazards Models
• Partially Linear Hazard Regression for Multivariate Survival Data
• Adaptive Lasso for Cox's proportional hazards model
• Variable selection for multivariate failure time data

This page was built for publication: Variable selection in semiparametric hazard regression for multivariate survival data