Estimation in additive Cox models by marginal integration

DOI10.1007/BF02509232zbMath1095.62115MaRDI QIDQ2501349

Toshio Honda

Publication date: 6 September 2006

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

zbMATH Keywords

proportional hazards modelslocal linear fittingfailure timelocal partial likelihoodcensoring timeadditive modelingmarginal integration methodtwo-sample estimator

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Nonparametric estimation (62G05) Non-Markovian processes: estimation (62M09) Estimation in survival analysis and censored data (62N02)

Related Items (4)

Smooth Backfitting of Proportional Hazards With Multiplicative Components ⋮ General partially linear additive transformation model with right-censored data ⋮ A global partial likelihood estimation in the additive Cox proportional hazards model ⋮ Estimation by polynomial splines with variable selection in additive Cox models

Uses Software

• gss

Cites Work

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• A kernel method of estimating structured nonparametric regression based on marginal integration
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• Smoothing spline ANOVA models

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