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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	For a standard full exponential family on a Euclidean space, or its canonically convex subfamily, the generalized maximum likelihood estimator is an extension of the mapping that assigns to the mean a of a sample for which a maximizer t* of the corresponding likelihood function exists, the member of the family parameterized by t. This extension assigns to each a with the likelihood function bounded above, a member of the closure of the family in variation distance. Its detailed description, complete characterization of domain and range, and additional results are presented, in a general setting. In addition to basic convex analysis tools, the authors' prior results on convex cores of measures and closures of exponential families are used. For a standard full exponential family on a Euclidean space, or its canonically convex subfamily, the generalized maximum likelihood estimator is an extension of the mapping that assigns to the mean a of a sample for which a maximizer t of the corresponding likelihood function exists, the member of the family parameterized by t*. This extension assigns to each a with the likelihood function bounded above, a member of the closure of the family in variation distance. Its detailed description, complete characterization of domain and range, and additional results are presented, in a general setting. In addition to basic convex analysis tools, the authors' prior results on convex cores of measures and closures of exponential families are used. (en)
Title	Generalized maximum likelihood estimates for exponential families Generalized maximum likelihood estimates for exponential families (en)
skos:prefLabel	Generalized maximum likelihood estimates for exponential families Generalized maximum likelihood estimates for exponential families (en)
skos:notation	RIV/67985556:_____/06:00040857!RIV10-AV0-67985556
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(IAA100750603), Z(AV0Z10750506)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Matúš, František
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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	476795
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/06:00040857
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	exponential family; maximum likelihood estimator; likelihood function; variation distance; convex cores of measures; closures of exponential families (en)
http://linked.open.../riv/klicoveSlovo	closures of exponential families convex cores of measures variation distance maximum likelihood estimator likelihood function exponential family
http://linked.open...ontrolniKodProRIV	[5750D51A7963]
http://linked.open...v/mistoKonaniAkce	Seattle
http://linked.open...i/riv/mistoVydani	Seattle
http://linked.open...i/riv/nazevZdroje	Proceedings ISIT 2006
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...vavai/riv/projekt	Information geomerty of multidimensional models in statistics and artificial intelligence.
http://linked.open...UplatneniVysledku	2006
http://linked.open...iv/tvurceVysledku	Matúš, František Csiszár, I.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2006-07-09 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4244-0505-3
is http://linked.open...avai/riv/vysledek of	Generalized maximum likelihood estimates for exponential families Generalized maximum likelihood estimates for exponential families

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