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Bayesian Analysis of Linear Models

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SKU 9780824785826 Categories ,
This book presents the basic theory of linear models from a Bayesian viewpoint. It is unique in that time series models such as autoregressive moving average processes are treated as linear models in the same way the general linear model is examined.
With Bayesian statistics rapidly becoming acce...

£135.00

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Description

Product ID:9780824785826
Product Form:Hardback
Country of Manufacture:GB
Series:Statistics: A Series of Textbooks and Monographs
Title:Bayesian Analysis of Linear Models
Authors:Author: Broemeling
Page Count:476
Subjects:Mathematics, Mathematics, Scientific equipment, experiments and techniques, Scientific equipment, experiments & techniques
Description:This book presents the basic theory of linear models from a Bayesian viewpoint. It is unique in that time series models such as autoregressive moving average processes are treated as linear models in the same way the general linear model is examined.
With Bayesian statistics rapidly becoming accepted as a way to solve applied statisticalproblems, the need for a comprehensive, up-to-date source on the latest advances in thisfield has arisen.Presenting the basic theory of a large variety of linear models from a Bayesian viewpoint,Bayesian Analysis of Linear Models fills this need. Plus, this definitive volume containssomething traditional-a review of Bayesian techniques and methods of estimation, hypothesis,testing, and forecasting as applied to the standard populations ... somethinginnovative-a new approach to mixed models and models not generally studied by statisticianssuch as linear dynamic systems and changing parameter models ... and somethingpractical-clear graphs, eary-to-understand examples, end-of-chapter problems, numerousreferences, and a distribution appendix.Comprehensible, unique, and in-depth, Bayesian Analysis of Linear Models is the definitivemonograph for statisticians, econometricians, and engineers. In addition, this text isideal for students in graduate-level courses such as linear models, econometrics, andBayesian inference.
Imprint Name:CRC Press Inc
Publisher Name:Taylor & Francis Inc
Country of Publication:GB
Publishing Date:1984-12-06