Bayesian Analysis: General Framework : Includes Multivariate Regression Analysis, Model Selection, and Response Prediction. Second Edition

Language: English

Published by LAP LAMBERT Academic Publishing, 2026

6209921787 / 9786209921780

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - The book 'Bayesian Analysis: General Framework' deals with Bayesian inference within the framework of four stochastic models: the normal random sample, the Gauss-Markov model, the beta-binomial model and the Poisson-gamma model. For each of these models, analytic expressions are presented for the posterior PDF, the prior predictive PDF and the posterior predictive PDF, under the Laplace prior PDF, the Jeffreys prior PDF and the conjugate prior PDF. Topics such as the elicitation of hyper-parameter for the conjugate prior PDF, the selection of models and prediction in multivariate regression analysis and the use of the Bayes factor in the test of hypothesis are dealt with more detail.

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Title
Bayesian Analysis: General Framework : Includes Multivariate Regression Analysis, Model Selection, and Response Prediction. Second Edition
Author
João Casaca
Publisher
LAP LAMBERT Academic Publishing
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6209921787
ISBN 13
9786209921780
Item weight
250 grams
Dimensions
220x150x10 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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