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Kernel density estimation: the general case

✍ Scribed by V.S.M. Campos; C.C.Y. Dorea

Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
103 KB
Volume
55
Category
Article
ISSN
0167-7152

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✦ Synopsis

Let p(β€’) be a density with respect to a -ΓΏnite measure on (E; E), where E βŠ‚ R d . In this note, we propose a general class of kernel estimates for p(β€’). It is shown that our results on strong consistency and asymptotic normality include the classical results for continuous densities on R d and extend some results of kernel estimators for discrete distributions.

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