About: Statistical Model of the 2001 Czech Census for Interactive Presentation

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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	The paper describes the application of a recently developed method of interactive statistical database presentation to the 2001 Czech Census. The method is based on estimating the multivariate probability distribution of the original microdata. The estimated statistical model in the form of a distribution mixture of product components can be used as a knowledge base of a probabilistic expert system. By means of the probabilistic inference mechanism we can derive conditional distributions of variables for each subpopulation interactively without any further access to the source database. The statistical model does not contain the original data and therefore can be distributed without any confidentiality concerns. The accuracy achievable by the statistical model is comparable with that of the anonymized subsets of microdata. The paper describes the application of a recently developed method of interactive statistical database presentation to the 2001 Czech Census. The method is based on estimating the multivariate probability distribution of the original microdata. The estimated statistical model in the form of a distribution mixture of product components can be used as a knowledge base of a probabilistic expert system. By means of the probabilistic inference mechanism we can derive conditional distributions of variables for each subpopulation interactively without any further access to the source database. The statistical model does not contain the original data and therefore can be distributed without any confidentiality concerns. The accuracy achievable by the statistical model is comparable with that of the anonymized subsets of microdata. (en)
Title	Statistical Model of the 2001 Czech Census for Interactive Presentation Statistical Model of the 2001 Czech Census for Interactive Presentation (en)
skos:prefLabel	Statistical Model of the 2001 Czech Census for Interactive Presentation Statistical Model of the 2001 Czech Census for Interactive Presentation (en)
skos:notation	RIV/67985556:_____/10:00350513!RIV11-MSM-67985556
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0572), P(2C06019), P(GA102/07/1594), Z(AV0Z10750506)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Boček, Pavel Pudil, Pavel Grim, Jiří Somol, Petr Hora, Jan
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	289945
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/10:00350513
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Interactive statistical model; census data presentation; distribution mixtures; data modeling; EM algorithm; incomplete data; data reproduction accuracy; data mining (en)
http://linked.open.../riv/klicoveSlovo	data modeling data mining incomplete data distribution mixtures Interactive statistical model census data presentation data reproduction accuracy EM algorithm
http://linked.open...odStatuVydavatele	SE - Švédské království
http://linked.open...ontrolniKodProRIV	[8A704A20F26A]
http://linked.open...i/riv/nazevZdroje	Journal of Official Statistics
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Data, algorithms, decision making (Medical) Knowledge Acquisition and Modelling Recurrent Probabilistic Neural Networks
http://linked.open...UplatneniVysledku	2010
http://linked.open...v/svazekPeriodika	26
http://linked.open...iv/tvurceVysledku	Hora, Jan Grim, Jiří Pudil, Pavel Somol, Petr Boček, Pavel
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech
issn	0282-423X
number of pages	23 (xsd:int)
is http://linked.open...avai/riv/vysledek of	Statistical Model of the 2001 Czech Census for Interactive Presentation Statistical Model of the 2001 Czech Census for Interactive Presentation Statistical Model of the 2001 Czech Census for Interactive Presentation

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