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Varying kernel density estimation on ℝ(+)

In this article a new nonparametric density estimator based on the sequence of asymmetric kernels is proposed. This method is natural when estimating an unknown density function of a positive random variable. The rates of Mean Squared Error, Mean Integrated Squared Error, and the L(1)-consistency ar...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Probab Lett
Main Authors: Mnatsakanov, Robert, Sarkisian, Khachatur
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4699449/
https://ncbi.nlm.nih.gov/pubmed/26740729
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2012.03.033
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