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Statements

Subject Item
n2:RIV%2F68407700%3A21340%2F10%3A00176097%21RIV11-MSM-21340___
rdf:type
skos:Concept n14:Vysledek
dcterms:description
Point estimators based on minimization of information-theoretic divergences between empirical and hypothetical distribution induce a problem when working with continuous families which are measure-theoretically orthogonal with the family of empirical distributions. In this case the phi-divergence is always equal to its upper bound and the minimum phi-divergence estimates are trivial. Broniatowski and Vajda in [2] proposed several modifications of the minimum divergence rule to provide a solution to the above mentioned problem. We examine these modifications in practical use. Point estimators based on minimization of information-theoretic divergences between empirical and hypothetical distribution induce a problem when working with continuous families which are measure-theoretically orthogonal with the family of empirical distributions. In this case the phi-divergence is always equal to its upper bound and the minimum phi-divergence estimates are trivial. Broniatowski and Vajda in [2] proposed several modifications of the minimum divergence rule to provide a solution to the above mentioned problem. We examine these modifications in practical use.
dcterms:title
Performances of Modified Power Divergence Estimators in Normal Models Performances of Modified Power Divergence Estimators in Normal Models
skos:prefLabel
Performances of Modified Power Divergence Estimators in Normal Models Performances of Modified Power Divergence Estimators in Normal Models
skos:notation
RIV/68407700:21340/10:00176097!RIV11-MSM-21340___
n4:aktivita
n17:S
n4:aktivity
S
n4:dodaniDat
n13:2011
n4:domaciTvurceVysledku
n19:6472613
n4:druhVysledku
n10:D
n4:duvernostUdaju
n12:S
n4:entitaPredkladatele
n11:predkladatel
n4:idSjednocenehoVysledku
278509
n4:idVysledku
RIV/68407700:21340/10:00176097
n4:jazykVysledku
n6:eng
n4:klicovaSlova
Gaussian model; Minimum distance estimators; Computer simulations
n4:klicoveSlovo
n8:Computer%20simulations n8:Gaussian%20model n8:Minimum%20distance%20estimators
n4:kontrolniKodProRIV
[56108D214553]
n4:mistoKonaniAkce
Praha
n4:mistoVydani
Praha
n4:nazevZdroje
Doktorandské dny 2010
n4:obor
n15:BA
n4:pocetDomacichTvurcuVysledku
1
n4:pocetTvurcuVysledku
1
n4:rokUplatneniVysledku
n13:2010
n4:tvurceVysledku
Frýdlová, Iva
n4:typAkce
n20:CST
n4:zahajeniAkce
2010-11-19+01:00
s:numberOfPages
10
n5:hasPublisher
Česká technika - nakladatelství ČVUT
n7:isbn
978-80-01-04644-9
n18:organizacniJednotka
21340