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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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