Detailed Information on Publication Record
2008
Bandwidth Choice for Kernel Density Estimates.
HOROVÁ, Ivanka, Jan KOLÁČEK, Jiří ZELINKA and Kamila VOPATOVÁBasic information
Original name
Bandwidth Choice for Kernel Density Estimates.
Name in Czech
Výběr šířky vyhlazovacího okna pro jádrové odhady hustot
Authors
HOROVÁ, Ivanka (203 Czech Republic, guarantor, belonging to the institution), Jan KOLÁČEK (203 Czech Republic, belonging to the institution), Jiří ZELINKA (203 Czech Republic, belonging to the institution) and Kamila VOPATOVÁ (203 Czech Republic, belonging to the institution)
Edition
Yokohama, Proceedings IASC, p. 542-551, 10 pp. 2008
Publisher
IASC
Other information
Language
English
Type of outcome
Stať ve sborníku
Field of Study
10103 Statistics and probability
Country of publisher
Japan
Confidentiality degree
není předmětem státního či obchodního tajemství
Publication form
printed version "print"
RIV identification code
RIV/00216224:14310/08:00027286
Organization unit
Faculty of Science
ISBN
978-4-9904445-1-8
Keywords in English
multivariate kernel; bandwidth matrix; AMISE
Tags
International impact, Reviewed
Změněno: 12/11/2013 16:09, doc. Mgr. Jan Koláček, Ph.D.
V originále
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.
In Czech
Jádrové odhady se snaží rekonstruovat pravděpodobnostní hustotu na základě hodnot náhodného výběru hodnot náhodné veličiny.
Links
| LC06024, research and development project |
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