Resource title

Some robust design strategies for percentile estimation in binary response models

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Resource description

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.

Resource author

Holger Dette, Stefanie Biedermann, Andrey Pepelyshev

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Resource language

eng

Resource content type

text/html

Resource resource URL

http://hdl.handle.net/10419/22532

Resource license

Adapt according to the presented license agreement and reference the original author.