Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) pdf epub mobi txt 電子書下載 2024

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Ioannis Ntzoufras

Wiley, John & Sons, Incorporated

2009-02-03

xxiii, 492 p. : ill. ; 25 cm.

USD 110.00

Hardcover

9780470141144

圖書標籤: Bayes WinBugs 統計 Bayesian 貝葉斯 WinBUGS Modeling 計算機科學

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发表于2024-12-25

Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) pdf epub mobi txt 電子書下載 2024

圖書描述

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.

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