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Optimal testing for additivity in multiple nonparametric regression

✍ Scribed by Felix Abramovich; Italia De Feis; Theofanis Sapatinas


Publisher
Springer Japan
Year
2008
Tongue
English
Weight
486 KB
Volume
61
Category
Article
ISSN
0020-3157

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Optimal designs for testing the function
✍ Stefanie Biedermann; Holger Dette πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 126 KB

For the problem of checking linearity in a heteroscedastic nonparametric regression model under a ΓΏxed 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