LAUSR

Recursive distribution estimator defined by stochastic approximation method using Bernstein polynomials

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0 Published in 2017 at "Journal of Nonparametric Statistics"

DOI: 10.1080/10485252.2017.1369538

Abstract: ABSTRACT We propose a recursive distribution estimator using Robbins-Monro's algorithm and Bernstein polynomials. We study the properties of the recursive estimator, as a competitor of Vitale's distribution estimator. We show that, with optimal parameters, our… read more here.

Keywords: recursive distribution; estimator; estimator defined; bernstein polynomials ... See more keywords