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@inproceedings{807350,
author = {Horová, Ivanka and Koláček, Jan and Zelinka, Jiří and Vopatová, Kamila},
address = {Yokohama},
booktitle = {Proceedings IASC,},
keywords = {multivariate kernel; bandwidth matrix; AMISE},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Yokohama},
isbn = {978-4-9904445-1-8},
pages = {542-551},
publisher = {IASC},
title = {Bandwidth Choice for Kernel Density Estimates.},
year = {2008}
}
TY - JOUR
ID - 807350
AU - Horová, Ivanka - Koláček, Jan - Zelinka, Jiří - Vopatová, Kamila
PY - 2008
TI - Bandwidth Choice for Kernel Density Estimates.
PB - IASC
CY - Yokohama
SN - 9784990444518
KW - multivariate kernel
KW - bandwidth matrix
KW - AMISE
N2 - Kernel density estimates attempt to reconstruct the probability density from the sample has come using the sample values and a few assumptions as possible. We focus on multivariate density estimates. A main attention is paid to a choice of a smoothing parameter. We extend an idea of an iterative method originally proposed for univariate densities to bivariate ones. The proposed method is compared with cross-validation methods in a simulation study.
ER -
HOROVÁ, Ivanka, Jan KOLÁČEK, Jiří ZELINKA and Kamila VOPATOVÁ. Bandwidth Choice for Kernel Density Estimates. In \textit{Proceedings IASC,}. Yokohama: IASC, 2008, p.~542-551. ISBN~978-4-9904445-1-8.
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