SKUPINOVÁ, Sylva, Jan MÁČE, Eliška SMOTLACHOVÁ and Tomáš NOVOTNÝ. HIGH-DIMENSIONAL STATISTICAL ANALYSIS OF DEMOGRAPHIC DATA IN REGIONS OF THE CZECH. Online. první. Olomouc: Palacký University, Olomouc, 2017, p. 662-670. ISBN 978-80-244-5233-3.
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Basic information
Original name HIGH-DIMENSIONAL STATISTICAL ANALYSIS OF DEMOGRAPHIC DATA IN REGIONS OF THE CZECH
Authors SKUPINOVÁ, Sylva, Jan MÁČE, Eliška SMOTLACHOVÁ and Tomáš NOVOTNÝ.
Edition první. Olomouc, p. 662-670, 9 pp. 2017.
Publisher Palacký University, Olomouc
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 50200 5.2 Economics and Business
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
Publication form electronic version available online
WWW URL
Organization unit University College Prague – University of International Relations and Institute of Hospitality Management and Economics, Ltd.
ISBN 978-80-244-5233-3
UT WoS 000492966900094
Keywords (in Czech) demografie, populační struktura, dynamické indikátory, klastrová analýza, analýza hlavních součástí
Keywords in English Demographics, population structure, dynamics indicators, cluster analysis, principal component
Tags International impact, Reviewed
Changed by Changed by: PhDr. Jan Máče, Ph.D., učo 4143. Changed: 13/11/2019 13:15.
Abstract
This article deals with analysis of demographic data for component regions in the Czech Republic in 2015. Out of the source demographic data of the Czech Statistical Office there were calculated basic indicators, measures and demographic indexes. Using the Principal Component Analysis an extensive number of variables was eliminated to five crucial components which were subsequently included in the targeted Cluster Analysis. On the basis of the Ward method of hierarchic clustering and application of Euclid distance calculation, the probability matrix was compiled to get the resultant dendrogram of the four main clusters. Among other it was found out that region of the capital Prague (Hlavní město Praha) creates separate cluster together with Pardubice, and Central Bohemia (Středočeský) region create separate cluster with Liberec region.
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