Polynomial spline estimation of partially linear single-index proportional hazards regression models

DOI10.1016/j.csda.2008.07.003zbMath1452.62715OpenAlexW1980169397MaRDI QIDQ1023941

Karen A. Kopciuk, Jie Sun, Xuewen Lu

Publication date: 16 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.07.003

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02)

Related Items (20)

Partially linear single index Cox regression model in nested case-control studies ⋮ An additive Cox model for coronary heart disease study ⋮ Partially linear single-index proportional hazards model with current status data ⋮ Spline-based semiparametric estimation of a zero-inflated Poisson regression single-index model ⋮ A lack-of-fit test for generalized linear models via single-index techniques ⋮ Model selection among dimension-reduced generalized Cox models ⋮ Efficient estimation of partially linear additive Cox model under monotonicity constraint ⋮ General partially linear additive transformation model with right-censored data ⋮ Empirical likelihood for the class of single index hazard regression models ⋮ Polynomial spline estimation of panel count data model with an unknown link function ⋮ Focused information criterion and model averaging for generalized additive partial linear models ⋮ Absolute penalty and shrinkage estimation in partially linear models ⋮ General partially linear varying-coefficient transformation model with right censored data ⋮ Partially varying coefficient single index proportional hazards regression models ⋮ Partially linear single index models for repeated measurements ⋮ Weighted estimation of single index models with right censored responses ⋮ Parameter estimation of partial linear model under monotonicity constraints with censored data ⋮ Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality ⋮ Corrected empirical likelihood inference for right-censored partially linear single-index model ⋮ Partially Linear Structure Selection in Cox Models with Varying Coefficients

Cites Work

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• Asymptotic distribution theory for Cox-type regression models with general relative risk form
• Cox's regression model for counting processes: A large sample study
• A practical guide to splines
• Local likelihood and local partial likelihood in hazard regression
• Efficient estimation of the partly linear additive Cox model
• On a semiparametric survival model with flexible covariate effect
• Functional ANOVA modeling for proportional hazards regression.
• Nonparametric estimation in the Cox model
• Local Likelihood Estimation
• Partial likelihood
• AVERAGE DERIVATIVES FOR HAZARD FUNCTIONS
• A class of partially linear single-index survival models
• The Cox proportional hazards model with a partly linear relative risk function

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