Arbitrariness of the pilot estimator in adaptive kernel methods
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چکیده
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One of a nonparametric procedures used to estimate densities is kernel method. In this paper, in order to reduce bias of kernel density estimation, methods such as usual kernel(UK), geometric extrapolation usual kernel(GEUK), a bias reduction kernel(BRK) and a geometric extrapolation bias reduction kernel(GEBRK) are introduced. Theoretical properties, including the selection of smoothness para...
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ژورنال
عنوان ژورنال: Journal of Multivariate Analysis
سال: 1982
ISSN: 0047-259X
DOI: 10.1016/0047-259x(82)90063-x