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Random design wavelet curve smoothing

✍ Scribed by A. Antoniadis; G. Grégoire; P. Vial

Publisher
Elsevier Science
Year
1997
Tongue
English
Weight
387 KB
Volume
35
Category
Article
ISSN
0167-7152

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✦ Synopsis

Common wavelet-based methods for nonparametric regression estimation are difficult to apply when the design is random. This paper proposes a modification of the linear wavelet estimator, called the binned wavelet estimator leading to a fast C(n) method with asymptotic properties identical with those of linear wavelet estimators under a fixed equidistant design. (~) 1997 Elsevier Science B.V.

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