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Nonparametric Comparison of Multiple Regression Curves in Scale-Space

✍ Scribed by Park, Cheolwoo; Hannig, Jan; Kang, Kee-Hoon


Book ID
126985390
Publisher
American Statistical Association
Year
2014
Tongue
English
Weight
763 KB
Volume
23
Category
Article
ISSN
1061-8600

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Nonparametric comparison of regression c
✍ 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