KONEČNÁ, Kateřina, Ivanka HOROVÁ and Jan KOLÁČEK. Conditional Density Estimations. In C H Skiadas. Theoretical and Applied Issues in Statistics and Demography. Athens: International Society for the Advancement of Science and Technology (ISAST), 2014, p. 15-31. ISBN 978-618-81257-7-3.
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Basic information
Original name Conditional Density Estimations
Name in Czech Odhady podmíněných hustot
Authors KONEČNÁ, Kateřina (203 Czech Republic, belonging to the institution), Ivanka HOROVÁ (203 Czech Republic, guarantor, belonging to the institution) and Jan KOLÁČEK (203 Czech Republic, belonging to the institution).
Edition Athens, Theoretical and Applied Issues in Statistics and Demography, p. 15-31, 17 pp. 2014.
Publisher International Society for the Advancement of Science and Technology (ISAST)
Other information
Original language English
Type of outcome Chapter(s) of a specialized book
Field of Study 10101 Pure mathematics
Country of publisher Greece
Confidentiality degree is not subject to a state or trade secret
Publication form printed version "print"
RIV identification code RIV/00216224:14310/14:00074717
Organization unit Faculty of Science
ISBN 978-618-81257-7-3
Keywords (in Czech) jádrové vyhlazování; podmíněná hustota; volba vyhlazovacích parametrů
Keywords in English kernel smoothing; conditional density; bandwidth selection
Tags AKR, rivok
Tags International impact, Reviewed
Changed by Changed by: doc. Mgr. Jan Koláček, Ph.D., učo 19999. Changed: 16/3/2015 09:28.
Abstract
The crucial problem of kernel estimation is the choice of bandwidths. There exist many methods for choosing bandwidths. In this paper a new method, called the iterative method, will be introduced. The main idea of the proposed method is based on the estimation of asymptotic mean integrated square error (AMISE). The method is compared with the cross-validation method by using a simulation study and a real data set.
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