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Nonparametric comparison of regression curves: an empirical process approach

✍ Scribed by Dette, Holger; Neumeyer, Natalie

Book ID
125997022
Publisher
Institute of Mathematical Statistics
Year
2003
Tongue
English
Weight
294 KB
Volume
31
Category
Article
ISSN
0090-5364

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πŸ“œ SIMILAR VOLUMES

Nonparametric comparison of regression c
Nonparametric comparison of regression curves by local linear fitting
✍ Tue GΓΈrgens πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 157 KB

This paper proposes a new nonparametric test for the hypothesis that the regression functions in two or more populations are the same. The test is based on local linear estimates using data-driven bandwidth selectors. The test is applicable to data with random regressors and heteroskedastic response