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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
12
Bayesian Variable Selection for Predictively
Optimal Re gression
Tanujit Dey
The College of William and Mary
Ernest Fokoué
Rochester Institute of Technology
CONTENTS
12.1 Intro ductio n . . . . . . . . .. . . . . . .. .. . . . . . .. . . .. . . . .. . . .. . . . .. .. . . . .. .. . 245
12.2 Appro aches to Response Prediction in Reg ression . . . . . . . . .. . . .. 247
12.2.1 Basic elements a nd assumptions .. . . . . . . . .. . . . . . .. .. . . . . 247
12.2.2 Methods of response prediction . . .. .. . . . . . .. . . .. . . . .. .. . 250
12.3 Bayesian Approaches to Variable Selection . . . . . . . .. . . . . . . . .. . . . . 253
12.3.1 Bayesian varia ...
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Publisher Resources

ISBN: 9781482235128