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Statements

Subject Item
n2:RIV%2F67985556%3A_____%2F01%3A16010060%21RIV%2F2003%2FAV0%2FA16003%2FN
rdf:type
skos:Concept n17:Vysledek
dcterms: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.
dcterms:title
Optimization of Barron density estimates. Optimization of Barron density estimates.
skos:prefLabel
Optimization of Barron density estimates. Optimization of Barron density estimates.
skos:notation
RIV/67985556:_____/01:16010060!RIV/2003/AV0/A16003/N
n3:strany
1867;1883
n3:aktivita
n5:Z n5:P
n3:aktivity
P(GA102/99/1137), Z(AV0Z1075907)
n3:cisloPeriodika
5
n3:dodaniDat
n10:2003
n3:domaciTvurceVysledku
n7:7997698
n3:druhVysledku
n9:J
n3:duvernostUdaju
n16:S
n3:entitaPredkladatele
n18:predkladatel
n3:idSjednocenehoVysledku
690318
n3:idVysledku
RIV/67985556:_____/01:16010060
n3:jazykVysledku
n15:eng
n3:klicovaSlova
Barron estimator; chi-square criterion; density estimation
n3:klicoveSlovo
n8:density%20estimation n8:chi-square%20criterion n8:Barron%20estimator
n3:kodStatuVydavatele
US - Spojené státy americké
n3:kontrolniKodProRIV
[CDE3BD2B6474]
n3:nazevZdroje
IEEE Transactions on Information Theory
n3:obor
n6:BD
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
2
n3:pocetUcastnikuAkce
0
n3:pocetZahranicnichUcastnikuAkce
0
n3:projekt
n13:GA102%2F99%2F1137
n3:rokUplatneniVysledku
n10:2001
n3:svazekPeriodika
47
n3:tvurceVysledku
van der Meulen, E. C. Vajda, Igor
n3:zamer
n14:AV0Z1075907
s:issn
0018-9448
s:numberOfPages
17