Optimal designs for testing the functional form of a regression via nonparametric estimation techniques

For the problem of checking linearity in a heteroscedastic nonparametric regression model under a fixed design assumption we study maximin designs which maximize the minimum power of a nonparametric test over a broad class of alternatives from the assumed linear regression model. It is demonstrated...

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Bibliographic Details
Main Authors: Biedermann, Stefanie (Author), Dette, Holger (Author)
Format: Article
Language:English
Published: 2001-04-01.
Subjects:
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