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On the Choice of the Bandwidth in Kernel Nonparametric Regression

✍ Scribed by Tsybakov, A. B.


Book ID
118220655
Publisher
Society for Industrial and Applied Mathematics
Year
1988
Tongue
English
Weight
605 KB
Volume
32
Category
Article
ISSN
0040-585X

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In this note the nonparametnc regression estimators of NADARAYA (1964) and WATSON (1964). PRIESTLEY & CIUO (1972) and GASSER & MI~LLER (1979) are compared with respect to the boundary behaviour in the case of a fixed design. It is shown that the estimator of Nadaraya & Watson yields estimates with s