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Activity Number: 511 - High-Dimensional Data Analytics: Theory and Applications
Type: Contributed
Date/Time: Wednesday, August 2, 2017 : 10:30 AM to 12:20 PM
Sponsor: International Chinese Statistical Association
Abstract #324279
Title: Optimal Designs for Binary Response Models with Multiple Nonnegative Variables
Author(s): Mong-Na Lo Huang* and Shih-Hao Huang and Cheng-Wei Lin
Companies: National Sun Yat-Sen Univ and National Sun Yat-sen University and National Sun Yat-sen University
Keywords: Essentially complete class ; logic model ; Probit model ; Schur ordering

In this work, we investigate optimal design problems for binary response models with multiple nonnegative explanatory variables which occur in many scientific experiments. We construct an essentially complete class of optimal designs with a simple structure for phi-p-optimality. Then we identify explicitly locally D-optimal designs within this class. Later we obtain D-optimal designs for design spaces with some more restrictions, such as two-level factorial or mixture experiments.

Authors who are presenting talks have a * after their name.

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