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Histogram density estimators based upon a fuzzy partition

This paper presents a density estimator based upon a histogram computed on a fuzzy partition. We prove the consistency of this estimator in the Mean Squared Error (). We give the optimal bin width of the estimator which minimizes the Asymptotic Integrated Mean Squared Error ().
Year of publication:
2008
Authors: Loquin, Kevin ; Strauss, Olivier
Published in:
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 78.2008, 13, p. 1863-1868
Publisher: Elsevier
Type of publication: Article
Source:
Persistent link: https://ebvufind01.dmz1.zbw.eu/10005319696
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