JSM 2004 - Toronto

Abstract #300926

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Activity Number: 331
Type: Topic Contributed
Date/Time: Wednesday, August 11, 2004 : 10:30 AM to 12:20 PM
Sponsor: Section on Quality and Productivity
Abstract - #300926
Title: Response Model vs. Dual Response Model Methods: Relative Efficiencies of Estimators
Author(s): Mary McShane-Vaughn*+ and Russell Heikes
Companies: Southern Polytechnic State University and Georgia Institute of Technology
Address: 1100 S Marietta Pkwy, Marietta, GA, 30060,
Keywords: robust design ; design of experiments ; response model ; dual response model
Abstract:

We contrast the performance of the response model to that of another popular robust design method, dual analysis. The relationship between the relative efficiencies of the methods' estimators and the underlying model parameters will be determined in general, and then presented for a specific design choice. Using relative efficiency as the criterion, recommendations concerning the appropriate use of the response model method will be made.


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Revised March 2004