About: Optimization of Barron density estimates.

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We investigate a nonparametric estimator of probability density introduced by A.R.Barron. Earlier papers established its consistency in a strong sense,e.g.,in the expected information divergence or expected chi-square divergence. This paper pays main attention to the expected chi-square divergence criterion. We give a new motivation of the Barron estimators by showing that a maximum-likelihood estimator (MLE) of a density from a family important in practice is consistent in expected information divergence. We investigate a nonparametric estimator of probability density introduced by A.R.Barron. Earlier papers established its consistency in a strong sense,e.g.,in the expected information divergence or expected chi-square divergence. This paper pays main attention to the expected chi-square divergence criterion. We give a new motivation of the Barron estimators by showing that a maximum-likelihood estimator (MLE) of a density from a family important in practice is consistent in expected information divergence. (en)
Title	Optimization of Barron density estimates. Optimization of Barron density estimates. (en)
skos:prefLabel	Optimization of Barron density estimates. Optimization of Barron density estimates. (en)
skos:notation	RIV/67985556:_____/01:16010060!RIV/2003/AV0/A16003/N
http://linked.open.../vavai/riv/strany	1867;1883
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/99/1137), Z(AV0Z1075907)
http://linked.open...iv/cisloPeriodika	5
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Vajda, Igor
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	690318
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/01:16010060
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Barron estimator; chi-square criterion; density estimation (en)
http://linked.open.../riv/klicoveSlovo	Barron estimator chi-square criterion density estimation
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[CDE3BD2B6474]
http://linked.open...i/riv/nazevZdroje	IEEE Transactions on Information Theory
http://linked.open...in/vavai/riv/obor	BD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...vavai/riv/projekt	Estimation and optimization in telecommunication networks
http://linked.open...UplatneniVysledku	2001
http://linked.open...v/svazekPeriodika	47
http://linked.open...iv/tvurceVysledku	Vajda, Igor van der Meulen, E. C.
http://linked.open...n/vavai/riv/zamer	Uncertainty methods in theoretical cybernetics: system identification, information processing, decision-making, and control
issn	0018-9448
number of pages	17 (xsd:int)

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