Some Robust Design Strategies for Percentile Estimation in Binary Response Models
Loading...
Date
2004
Journal Title
Journal ISSN
Volume Title
Publisher
Universitätsbibliothek Dortmund
Abstract
Description
Table of contents
Keywords
For the problem of percentile estimation of a quantal response curve, we determine multi-objective designs which are robust with respect to misspecifications of the model assumptions. We propose a maximin approach based on efficiencies and provide designs that are simultaneously efficient with respect to the particular choice of various parameter regions and link functions. Furthermore, we deal with the problems of designing model and percentile robust experiments and give various examples of such designs, which are calculated numerically., binary response model, robust optimal design, c-efficiency, percentile estimation, multi-objective designs