Numerical construction of parameter maximin D-optimal designs for binary response models
For the binary response model, we determine optimal designs based on the D-optimal criterion which are robust with respect to misspecifications of the unknown parameters. We propose a maximin approach and provide a numerical method to identify the best two point designs for the commonly applied link...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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2005.
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| Online Access: | Get fulltext |
| LEADER | 01004 am a22001333u 4500 | ||
|---|---|---|---|
| 001 | 41830 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Biedermann, Stefanie |e author |
| 700 | 1 | 0 | |a Dette, Holger |e author |
| 245 | 0 | 0 | |a Numerical construction of parameter maximin D-optimal designs for binary response models |
| 260 | |c 2005. | ||
| 856 | |z Get fulltext |u https://eprints.soton.ac.uk/41830/1/numconst.pdf | ||
| 520 | |a For the binary response model, we determine optimal designs based on the D-optimal criterion which are robust with respect to misspecifications of the unknown parameters. We propose a maximin approach and provide a numerical method to identify the best two point designs for the commonly applied link functions. This method is broadly applicable and can be extended to designs with a given number (\geq 2) of support points and further link functions. The results are illustrated for the logistic and probit model, for which several examples of maximin D-optimal designs are calculated explicitly by our method. | ||
| 655 | 7 | |a Article | |