Date of Award

Spring 4-27-2011

Degree Type

Thesis

Degree Name

Master of Science (MS)

Department

Mathematics and Statistics

First Advisor

Yixin Fang

Second Advisor

Yichuan Zhao

Third Advisor

Jiawei Liu

Abstract

We perform a review of model selection procedures, in particular various cross validation procedures and adaptive model selection. We cover important results for these procedures and explore the connections between different procedures and information criteria.

Included in

Mathematics Commons

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