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A Semiparametrically Efficient Estimator of Single-index Varying Coefficient Cox Proportional Hazards Models

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Publication:2796881
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DOI10.5705/SS.202015.0062zbMath1356.62212OpenAlexW2759894201MaRDI QIDQ2796881

Yi Li, Huazhen Lin, Ming T. Tan

Publication date: 30 March 2016

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.202015.0062


zbMATH Keywords

semiparametric efficiencyCox proportional hazards modelsingle-indexvarying coefficientsglobal partial likelihood


Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) 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 (3)

An additive Cox model for coronary heart disease study ⋮ Efficient estimation in varying coefficient regression models ⋮ Penalized estimation of a class of single‐index varying‐coefficient models for integrative genomic analysis







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