About: Generalized piecewise linear histograms.

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About: Generalized piecewise linear histograms. Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We extend the concept of piecewise linear histogram introduced recently by Beirlant, Berlinet and Gyorfi. The disadvantage of that histogram is that in many models it takes on negative values with probability close to 1. We show that for a wide set of models, the extended class of estimates contains a bona fide density with probability tending to 1 as the sample size n increases to infinity, with the error decreasing with the same rate as in the original narrower class. We extend the concept of piecewise linear histogram introduced recently by Beirlant, Berlinet and Gyorfi. The disadvantage of that histogram is that in many models it takes on negative values with probability close to 1. We show that for a wide set of models, the extended class of estimates contains a bona fide density with probability tending to 1 as the sample size n increases to infinity, with the error decreasing with the same rate as in the original narrower class. (en)
Title	Generalized piecewise linear histograms. Generalized piecewise linear histograms. (en)
skos:prefLabel	Generalized piecewise linear histograms. Generalized piecewise linear histograms. (en)
skos:notation	RIV/67985556:_____/02:16020200!RIV/2003/GA0/A16003/N
http://linked.open.../vavai/riv/strany	301;313
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/99/1137), Z(AV0Z1075907), Z(MSM 210000010)
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Hobza, Tomáš 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	681018
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/02:16020200
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	nonparametric density estimation; densitogram; mean integrated absolute error (en)
http://linked.open.../riv/klicoveSlovo	densitogram mean integrated absolute error nonparametric density estimation
http://linked.open...odStatuVydavatele	NL - Nizozemsko
http://linked.open...ontrolniKodProRIV	[0CA973341B05]
http://linked.open...i/riv/nazevZdroje	Statistica Neerlandica
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (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	2002
http://linked.open...v/svazekPeriodika	56
http://linked.open...iv/tvurceVysledku	Hobza, Tomáš Vajda, Igor Berlinet, A.
http://linked.open...n/vavai/riv/zamer	Uncertainty methods in theoretical cybernetics: system identification, information processing, decision-making, and control http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20210000010
issn	0039-0402
number of pages	13 (xsd:int)

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