Improving efficiency using the Rao-Blackwell theorem in corrected and conditional score estimation methods for joint models

Longitudinal covariates in survival models are generally analyzed using random effects models. By framing the estimation of these survival models as a functional measurement error problem, semiparametric approaches such as the conditional score or the corrected score can be applied to find consisten...

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Veröffentlicht in:	Biometrics 2016-12, Vol.72 (4), p.1136-1144
Hauptverfasser:	Huang, Yih-Huei, Hwang, Wen-Han, Chen, Fei-Yin
Format:	Artikel
Sprache:	eng
Schlagworte:	Acquired Immunodeficiency Syndrome - drug therapy Augmentation BIOMETRIC METHODOLOGY Biometry - methods Computer Simulation Conditional score Corrected score Data processing Economic models Efficiency Error analysis Error augmentation Error correction Estimating techniques Humans Joint modeling Longitudinal Studies Measurement errors Models, Statistical Monte Carlo Method Monte Carlo simulation Parameter estimation Proportional hazards Regression analysis Survival Survival Analysis Theorems
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