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Current Trends in Bayesian Methodology with Applications
book

Current Trends in Bayesian Methodology with Applications

by Satyanshu K. Upadhyay, Umesh Singh, Dipak K. Dey, Appaia Loganathan
May 2015
Intermediate to advanced content levelIntermediate to advanced
680 pages
22h 33m
English
Chapman and Hall/CRC
Content preview from Current Trends in Bayesian Methodology with Applications
25
Empirical Bayes Methods fo r the Transformed
Gaussian R andom Field Model with Additive
Measurement Errors
Vivekananda Roy
Iowa State University
Evangelos Evangelou
University of Bath
Zhengyuan Zhu
Iowa State University
CONTENTS
25.1 Intro ductio n . . . . . . . . .. . . . . . .. .. . . . . . .. . . .. . . . .. . . .. . . . .. .. . . . .. .. . 521
25.2 The Transformed Gaussian Model with Measurement Error . .. . 523
25.2.1 Model description . .. . . . . . . . .. . . .. . .. .. . . . . . .. .. .. . . . .. .. . 523
25.2.2 Posterior density and MCMC . . .. . . . .. .. .. . .. . . .. . . . . . . . 525
25.3 Estimation of Transformation and Correlation Parameters ...
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Publisher Resources

ISBN: 9781482235128