NDLI: Atomic functions in nonparametric estimations of probability density functions and their derivatives

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Atomic functions in nonparametric estimations of probability density functions and their derivatives

Content Provider	IEEE Xplore Digital Library
Author	Kravchenko, V.F. Churikov, D.V.
Copyright Year	2011
Description	Author affiliation: Kotel'nikov Institute of Radio Engineering and Electronics of RAS, Moscow, Russia (Kravchenko, V.F.; Churikov, D.V.)
Abstract	Nonparametric estimations of probability density function (PDF) [1–3] and its derivatives are considered. New constructions of weight functions (WF) [4, 5] with the compact support are offered and proved, allowing to build admissible estimations, both the density of probability and its derivatives 1st and 2nd orders. The numerical experiment and the physical analysis of its results confirm efficiency of nonparametric characteristics estimation of stochastic process.
Starting Page	103
Ending Page	105
File Size	2723294
Page Count	3
File Format	PDF
ISBN	9781457715778
e-ISBN	9781457715792
DOI	10.1109/DD.2011.6094374
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-30
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Estimation Probability density function Atomic measurements Diffraction Time frequency analysis Stochastic processes Image processing
Content Type	Text
Resource Type	Article

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