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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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