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@inproceedings{960982,
author = {Vopatová, Kamila},
address = {Banska Bystrica, Slovakia},
booktitle = {Acta Universitatis Matthiae Belii series Mathematics},
keywords = {kernel; bounded support; density estimation; cross-validation},
language = {eng},
location = {Banska Bystrica, Slovakia},
isbn = {978-80-557-0160-8},
pages = {48-53},
publisher = {Matej Bel University},
title = {Kernel choice with respect to the bandwidth in kernel density estimates},
url = {http://actamath.savbb.sk/acta1805.shtml},
year = {2011}
}
TY - JOUR
ID - 960982
AU - Vopatová, Kamila
PY - 2011
TI - Kernel choice with respect to the bandwidth in kernel density estimates
PB - Matej Bel University
CY - Banska Bystrica, Slovakia
SN - 9788055701608
KW - kernel
KW - bounded support
KW - density estimation
KW - cross-validation
UR - http://actamath.savbb.sk/acta1805.shtml
N2 - We focus on the kernel function choice, especially on kernels with a bounded support. Our aim is to study the optimality of the kernel with respect to the bandwidth choice. A simulation study brings comparison of the kernels. It shows up, that the cosine kernel performs better than the frequently used Epanechnikov kernel.
ER -
VOPATOVÁ, Kamila. Kernel choice with respect to the bandwidth in kernel density estimates. In \textit{Acta Universitatis Matthiae Belii series Mathematics}. Banska Bystrica, Slovakia: Matej Bel University, 2011, s.~48-53, 7 s. ISBN~978-80-557-0160-8.
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