Abstract
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 ( MSE ). We give the optimal bin width of the estimator which minimizes the Asymptotic Integrated Mean Squared Error ( AIMSE ).
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