Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1154643 | Statistics & Probability Letters | 2008 | 6 Pages |
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).
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Kevin Loquin, Olivier Strauss,