Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) pdf epub mobi txt 電子書下載2025

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出版者:Wiley, John & Sons, Incorporated

作者:Ioannis Ntzoufras

出品人:

頁數:xxiii, 492 p. : ill. ; 25 cm.

译者:

出版時間:2009-02-03

價格:USD 110.00

裝幀:Hardcover

isbn號碼:9780470141144

叢書系列:

圖書標籤:

Bayes
WinBugs
統計
Bayesian
貝葉斯
WinBUGS
Modeling
計算機科學

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Markov chain Monte Carlo algorithms in Bayesian inference -- WinBUGS software : introduction, setup, and basic analysis -- WinBUGS software : illustration, results, and further analysis -- Introduction to Bayesian models : normal models -- Incorporating categorical variables in normal models and further modeling issues -- Introduction to generalized linear models : binomial and Poisson data -- Models for positive continuous data, count data, and other GLM-based extensions -- Bayesian hierarchical models -- The predictive distribution and model checking -- Bayesian model and variable evaluation -- Appendix A : Model specification via directed acyclic graphs : the DOODLE menu -- Appendix B : The batch mode : running a model in the background using scripts -- Appendix C : Checking convergence using CODA/BOA -- Appendix D : Notation summary.