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OALib Journal期刊
ISSN: 2333-9721
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Convergence rate of cross-validation in nonlinear wavelet regression estimation

Keywords: wavelet estimation,nonparametric regression estimators,cross-validation,strong consistency

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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.

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