TY  - JOUR
ID  - Jarnicka2009
LB  - Jarnicka2009
AU  - Jarnicka, Jolanta
TI  - Multivariate kernel density estimation with a parametric support
ST  - Multivariate kernel density estimation with a parametric support
JO  - Opuscula Math.
JA  - Opuscula Math.
JF  - Opuscula Mathematica
PY  - 2009
VL  - 29
IS  - 1
SP  - 41
EP  - 55
DO  - http://dx.doi.org/10.7494/OpMath.2009.29.1.41
UR  - http://dx.doi.org/10.7494/OpMath.2009.29.1.41
AB  - 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.
KW  - density estimation
KW  - kernel
KW  - bandwidth
KW  - kernel density estimator
KW  - EM algorithm
SN  - 1232-9274
ER  -