Articles with "dirichlet kernel" as a keyword



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Asymptotic properties of Dirichlet kernel density estimators

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Published in 2022 at "Journal of Multivariate Analysis"

DOI: 10.1016/j.jmva.2021.104832

Abstract: We study theoretically, for the first time, the Dirichlet kernel estimator introduced by Aitchison and Lauder [3] for the estimation of multivariate densities supported on the d-dimensional simplex. The simplex is an important case as… read more here.

Keywords: kernel density; dirichlet kernel; density estimators; kernel estimator ... See more keywords