Nonparametric regression with nonparametrically generated covariates
We analyze the statistical properties of nonparametric regression estimators using covariates which are not directly observable, but have be estimated from data in a preliminary step. These so-called generated covariates appear in numerous applications, including two-stage nonparametric regression,...
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| Hauptverfasser: | , , |
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| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
18 July 2012
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| In: |
The annals of statistics
Year: 2012, Jahrgang: 40, Heft: 2, Pages: 1132-1170 |
| ISSN: | 2168-8966 |
| Online-Zugang: | Verlag, kostenfrei, Volltext: https://projecteuclid.org/euclid.aos/1342625464#info Verlag, kostenfrei, Volltext: https://projecteuclid.org/download/pdfview_1/euclid.aos/1342625464 Verlag, kostenfrei, Volltext: http://www.jstor.org/stable/41713668?seq=1#page_scan_tab_contents Verlag, kostenfrei, Volltext: http://www.jstor.org/stable/pdf/41713668.pdf?refreqid=excelsior:1931d33aae42af6a5189a76808f75306 Verlag, kostenfrei, Volltext: http://www.jstor.org/stable/41713668 
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| Verfasserangaben: | Enno Mammen, Christoph Rothe, Melanie Schienle |
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Nonparametric regression with nonparametrically generated covariates
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