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Convergence rate of cross-validation in nonlinear wavelet regression estimation |
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| Authors: | Zhang Shuanglin Zheng Zhongguo |
| Affiliation: | (1) Department of Probability and Statistics, Peking University, 100871 Beijing, China |
| Abstract: | Cross-validation method is used to choose the three smoothing parameters in nonlinear wavelet regression estimators. The strong consistency and convergence rate of cross-validation nonlinear wavelet regression estimators are obtained. |
| Keywords: | wavelet estimation nonparametric regression estimators cross-validation strong consistency |
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