JSM Preliminary Online Program
This is the preliminary program for the 2009 Joint Statistical Meetings in Washington, DC.

The views expressed here are those of the individual authors
and not necessarily those of the ASA or its board, officers, or staff.

Back to main JSM 2009 Program page

Activity Number: 306
Type: Topic Contributed
Date/Time: Tuesday, August 4, 2009 : 10:30 AM to 12:20 PM
Sponsor: Section on Physical and Engineering Sciences
Abstract - #303726
Title: On Locally Optimal Designs for Generalized Linear Models with Group Effects
Author(s): Min Yang*+
Companies: University of Missouri-Columbia
Address: 146 Middelbush Hall, Columbia, MO, 65211,
Keywords: Bianry response ; Logisitic model ; Probit model ; Count response
Abstract:

Generalized linear models with group effects are commonly used in scientific studies, such as drug discovery. However, there appear to be no results for selecting optimal designs. In this talk, I identify the structure of locally optimal designs and provide a strategy to determine the design points and the corresponding optimal design weights. The results can be applied to many commonly studied models, including the logistic, probit, and loglinear models. The design region can be restricted or unrestricted, and the results can also be applied to multi-stage designs.

  • The address information is for the authors that have a + after their name.
  • Authors who are presenting talks have a * after their name.

Back to the full JSM 2009 program


JSM 2009 For information, contact jsm@amstat.org or phone (888) 231-3473. If you have questions about the Continuing Education program, please contact the Education Department.
Revised September, 2008