A class of partially linear single-index survival models

DOI10.1002/cjs.5550340108zbMath1096.62098OpenAlexW2062623184MaRDI QIDQ5476453

Gemai Chen, Xuewen Lu, Peter X.-K. Song, Radhey S. Singh

Publication date: 14 July 2006

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.5550340108

zbMATH Keywords

asymptotic normalitykernel regressionsurvival analysisright censored datasingle-index modelsproportional hazardlocal quasi-likelihoodsemiparametric information bound

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02)

Related Items (16)

Partially linear single index Cox regression model in nested case-control studies ⋮ An additive Cox model for coronary heart disease study ⋮ Robust estimation for survival partially linear single-index models ⋮ Model selection among dimension-reduced generalized Cox models ⋮ Empirical likelihood for the class of single index hazard regression models ⋮ A semiparametric isotonic regression model for skewed distributions with application to DNA–RNA–protein analysis ⋮ Assumption-Lean Cox Regression ⋮ Corporate Probability of Default: A Single-Index Hazard Model Approach ⋮ Partially varying coefficient single index proportional hazards regression models ⋮ Weighted estimation of single index models with right censored responses ⋮ Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality ⋮ Empirical likelihood for average derivatives of hazard regression functions ⋮ Parametric and semiparametric estimation methods for survival data under a flexible class of models ⋮ Polynomial spline estimation of partially linear single-index proportional hazards regression models ⋮ Partially Linear Structure Selection in Cox Models with Varying Coefficients ⋮ Semiparametric single-index models for optimal treatment regimens with censored outcomes

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• Penalized Spline Estimation for Partially Linear Single-Index Models
• Statistical models based on counting processes
• A kernel smoothed semiparametric survival model
• The Cox proportional hazards model with a partly linear relative risk function

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