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This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 257
Type: Invited
Date/Time: Tuesday, July 31, 2007 : 10:30 AM to 12:20 PM
Sponsor: Section on Nonparametric Statistics
Abstract - #307865
Title: Recent Developments in Noise-Addition Methods for Model Selection
Author(s): Dennis Boos*+ and Leonard A. Stefanski
Companies: North Carolina State University and North Carolina State University
Address: Dept. of Statistics, Box 8203, Raleigh, NC, 27695-8203,
Keywords: False Selection Rate ; Variable Selection ; Regression
Abstract:

Luo, Stefanski, and Boos (2006, Technometrics) introduced Noise Addition Model Selection (NAMS), and Wu, Boos, and Stefanski (2007, JASA) introduced Variable Addition Model Selection (VAMS), both in the context of linear regression. This talk will update advances in these approaches along with extensions to a variety of situations.

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Revised September, 2007