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Bayesian Thinking, Modeling and Computation

Bayesian Thinking, Modeling and Computation de

,

Éditeur :

North Holland


Paru le : 2005-11-29

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Description
This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians. - Critical thinking on causal effects - Objective Bayesian philosophy - Nonparametric Bayesian methodology - Simulation based computing techniques - Bioinformatics and Biostatistics
Pages
1062 pages
Collection
n.c
Parution
2005-11-29
Marque
North Holland
EAN papier
9780444515391
EAN PDF SANS DRM
9780080461175

Informations sur l'ebook
Prix
263,75 €

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