@Article{Jarnicka2009,
author = "Jarnicka, Jolanta",
title = "Multivariate kernel density estimation with a parametric support",
journal = "Opuscula Math.",
year = "2009",
volume = "29",
number = "1",
pages = "41--55",
doi = "http://dx.doi.org/10.7494/OpMath.2009.29.1.41",
url = "http://dx.doi.org/10.7494/OpMath.2009.29.1.41",
abstract = "We consider kernel density estimation in the multivariate case, focusing on the use of some elements of parametric estimation. We present a two-step method, based on a modification of the EM algorithm and the generalized kernel density estimator, and compare this method with a couple of well known multivariate kernel density estimation methods.",
keywords = "density estimation, kernel, bandwidth, kernel density estimator, EM algorithm",
issn = "1232-9274"
}