Using model selection algorithms to obtain reliable coefficient estimates.

This review surveys a number of common model selection algorithms (MSAs), discusses how they relate to each other and identifies factors that explain their relative performances. At the heart of MSA performance is the trade-off between type I and type II errors. Some relevant variables will be mista...

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Bibliographic Details
Main Authors: Castle, J, Qin, X, Reed, W
Format: Journal article
Language:English
Published: Blackwell Publishing 2011