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Bayesian estimation of two-part joint models for a longitudinal semicontinuous biomarker and a terminal event with INLA: Interests for cancer clinical trial evaluation.

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第一作者： Denis,Rustand

第一单位： Biostatistic Team, Bordeaux Population Health Center, ISPED, Centre INSERM U1219, Bordeaux, France.;Statistics Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia.

作者： Denis,Rustand ^[1] ; Janet,van Niekerk ^[2] ; Håvard,Rue ^[2] ; Christophe,Tournigand ^[3] ; Virginie,Rondeau ^[4] ; Laurent,Briollais ^[5]

作者单位： Biostatistic Team, Bordeaux Population Health Center, ISPED, Centre INSERM U1219, Bordeaux, France.;Statistics Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia. ^[1] Statistics Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia. ^[2] Hopital Henri Mondor, Creteil, France. ^[3] Biostatistic Team, Bordeaux Population Health Center, ISPED, Centre INSERM U1219, Bordeaux, France. ^[4] Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Dalla Lana School of Public Health (Biostatistics), University of Toronto, Toronto, Ontario, Canada. ^[5]

关键词 Bayesian estimation INLA computational efficiency solid tumors cancer two-part joint model

主题词人类(Humans);模型, 统计学(Models, Statistical);贝叶斯定理(Bayes Theorem);计算机模拟(Computer Simulation);算法(Algorithms);肿瘤(Neoplasms)

DOI 10.1002/bimj.202100322

PMID 36846925

发布时间 2023-04-25

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