Chain rule density estimates
In this paper, we propose a new family of density estimates closely related to the nearest neighbor estimates introduced by Loftsgaarden and Quesenberry. An optimal estimator, wit respect to the asymptotic mean square error, is obtained for a given distribution.
| Year of publication: |
1990
|
|---|---|
| Authors: | Boente, Graciela ; Fraiman, Ricardo |
| Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 34.1990, 1, p. 54-60
|
| Publisher: |
Elsevier |
| Keywords: | nonparametric density estimators nearest neighbor method mixing processes |
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