JSM Activity #81


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Activity ID:  81
Title Room
* ! Generalized Linear Models in Industry: Design and Analysis M-Amsterdam/Stockholm
Date / Time Sponsor Type
08/06/2001    10:30 AM  -  12:20 PM Section on Quality & Productivity*, Section on Physical & Engineering Sciences* Invited
Organizer: Raymond Myers, Virginia Polytechnic Institute and State University
Chair: Tim Robinson, University of Wyoming
Discussant:  
Floor Discussion 12:05 AM
Description

There are numerous avenues for the use of generalized linear models in industry. The importance of GLMs is taken from the fact that many responses requiring modeling are nonnormal. Examples are proportion defective, number of defects, time to failure, and many others. While generalized linear models have historically been adapted mostly for biostatistical applications, there is clearly a need for industrial practitioners to embrace it. There is a particular need to deal with the difficult problem of appropriate experimental designs for these types of models.
  300039  By:  Douglas Montgomery 10:35 AM 08/06/2001
Analytical Tools for Generalized Linear Models for Use in Process Improvement

  300038  By:  Raymond Myers 11:05 AM 08/06/2001
Performance Efficiency of Standard Designs When GLMs are Used

  300040  By:  Andre Khuri 11:35 AM 08/06/2001
Comparison of Designs Using Quantile Dispersion Plots with Generalized Linear Models

JSM 2001

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Revised March 2001