A semiparametric Bayesian approach for joint modeling of longitudinal trait and event time

Inference on the whole biological system is the recent focus in bioscience. Different biomarkers, although seem to function separately, can actually control some event(s) of interest simultaneously. This fundamental biological principle has motivated the researchers for developing joint models which...

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Veröffentlicht in:	Journal of applied statistics 2016-11, Vol.43 (15), p.2850-2865
1. Verfasser:	Das, Kiranmoy
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied statistics Bayesian analysis Bayesian Lasso Biomarkers Biomass Dirichlet process prior Diseases distance correlation Inference Modelling multiple testing Plants (organisms) proportional hazards Reduction
Online-Zugang:	Volltext
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