A generalized additive regression model for survival times.

DOI10.1214/aos/1013203457zbMath1043.62035OpenAlexW1587012262MaRDI QIDQ1848909

Thomas H. Scheike

Publication date: 14 November 2002

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1013203457

zbMATH Keywords

counting processdisability modelillness-death modelvarying coefficients model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)

Related Items (2)

Choice between Semi‐parametric Estimators of Markov and Non‐Markov Multi‐state Models from Coarsened Observations ⋮ Additive Risk Model Using Piecewise Constant Hazard Function

Cites Work

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• Generalized additive models
• Efficient estimation of the partly linear additive Cox model
• Multiple time scales in survival analysis
• An approach to nonparametric regression for life history data using local linear fitting
• Life insurance for insulin-dependent diabetics
• Super-efficient hazard estimation based on high-quality marker information
• A partly parametric additive risk model
• Age-Specific Incidence and Prevalence: A Statistical Perspective
• Statistical models based on counting processes

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