About: Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data

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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	Statistical analysis and modelling of various phenomena are well established in nowadays industrial practice. However, the traditional approaches neglecting the true properties of the phenomena still dominate. Among others, this includes also the cases when a variable with bounded range is analyzed using probabilistic distributions with unbounded domain. Since many of those variables nearly fulﬁll the basic conditions imposed by the chosen distribution, the properties of used statistical models are violated rather rarely. Still, there are numerous cases, when inference with distributions with unbounded domain may lead to absurd conclusions. The paper addresses this issue from the Bayesian viewpoint. It brieﬂy discusses suitable distributions and inferential methods overcoming the emerging computational issues. Statistical analysis and modelling of various phenomena are well established in nowadays industrial practice. However, the traditional approaches neglecting the true properties of the phenomena still dominate. Among others, this includes also the cases when a variable with bounded range is analyzed using probabilistic distributions with unbounded domain. Since many of those variables nearly fulﬁll the basic conditions imposed by the chosen distribution, the properties of used statistical models are violated rather rarely. Still, there are numerous cases, when inference with distributions with unbounded domain may lead to absurd conclusions. The paper addresses this issue from the Bayesian viewpoint. It brieﬂy discusses suitable distributions and inferential methods overcoming the emerging computational issues. (en)
Title	Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data (en)
skos:prefLabel	Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data (en)
skos:notation	RIV/67985556:_____/13:00394473!RIV14-MSM-67985556
http://linked.open...avai/predkladatel	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(7D12004)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Dedecius, Kamil
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	95026
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/13:00394473
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	statistical analysis; Bayesian analysis; Truncated distributions (en)
http://linked.open.../riv/klicoveSlovo	Truncated distributions statistical analysis Bayesian analysis
http://linked.open...ontrolniKodProRIV	[709279DAEA81]
http://linked.open...v/mistoKonaniAkce	Reykjavík
http://linked.open...i/riv/mistoVydani	Portugalsko
http://linked.open...i/riv/nazevZdroje	Proceedings of the 10th international conference on informatics in control, automation and robotics (ICINCO 2013)
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Probabilistic distributed industrial system monitor
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Dedecius, Kamil Ettler, P.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-07-29 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	INSTICC – Institute for Systems and Technologies of Information, Control and Communication
https://schema.org/isbn	978-989-8565-70-9

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