Limit theorems for change-point detection in nonparametric regression models
Asymptotic results are obtained for weighted empirical processes appropriate for testing whether a change-point occurs in a nonparametric regression model. Since many quantities are unspecified, the results are not distribution-free. A weighted bootstrap approach is used to approximate the limiting...
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| Dokumentumtípus: | Cikk |
| Megjelent: |
Bolyai Institute, University of Szeged
Szeged
2007
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| Sorozat: | Acta scientiarum mathematicarum
73 No. 3-4 |
| Kulcsszavak: | Matematika |
| Tárgyszavak: | |
| Online Access: | http://acta.bibl.u-szeged.hu/16218 |
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| 490 | 0 | |a Acta scientiarum mathematicarum |v 73 No. 3-4 | |
| 520 | 3 | |a Asymptotic results are obtained for weighted empirical processes appropriate for testing whether a change-point occurs in a nonparametric regression model. Since many quantities are unspecified, the results are not distribution-free. A weighted bootstrap approach is used to approximate the limiting distributions. | |
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| 856 | 4 | 0 | |u http://acta.bibl.u-szeged.hu/16218/1/math_073_numb_003_004_865-882.pdf |z Dokumentum-elérés |