Data-Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

Author:

Fan Jianqing1,Gijbels Irene2

Affiliation:

1. University of North Carolina; Chapel Hill USA

2. Université Catholique de Louvain; Louvain-la-Neuve Belgium

Publisher

Wiley

Subject

Statistics and Probability

Reference28 articles.

1. Locally adaptive bandwidth choice for kernel regression estimators;Brockmann;J. Am. Statist. Ass.,1993

2. Robust locally weighted regression and smoothing scatterplots;Cleveland;J. Am. Statist. Ass.,1979

3. Locally-weighted regression: An approach to regression analysis by local fitting;Cleveland;J. Am. Statist. Ass.,1988

4. Smoothing noisy data with spline functions: estimating the correct degree of smoothing by the method of generalized cross-validation;Craven;Numer. Math.,1979

5. Donoho , D. L. 1992 Nonlinear solution of linear inverse problems by wavelet-vaguelette decomposition Appl. Comput. Harm. Anal.

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