Multivariate Applications of Bayesian Model Averaging

The standard methodology when building statistical models has been to use one of several algorithms to systematically search the model space for a good model. If the number of variables is small then all possible models or best subset procedures may be used, but for data sets with a large number of...

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Bibliographic Details
Main Author: Noble, Robert Bruce
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/30180
http://scholar.lib.vt.edu/theses/available/etd-12202000-115212/