Cluster Analysis of the Liberec Region Municipalities
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24310%2F12%3A%230001752" target="_blank" >RIV/46747885:24310/12:#0001752 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Cluster Analysis of the Liberec Region Municipalities
Original language description
The article deals with the cluster analysis of municipalities in the Liberec Region. It builds on the results of factor analysis, which defined seven significant factors that characterize the socio-economic status of communities. The input for cluster analysis was the factor loadings, which allowed making multi-dimensional classification of the studied municipalities. To build the structure of clusters there were used both hierarchical clustering methods and non-hierarchical clustering methods with thehelp of k-means. In the first case the Ward´s method was utilized to create clusters and the results were graphically displayed by tree diagram. With the help of the division procedure an initial cluster was divided into 2 to 4 smaller clusters. Two basic clusters can be classified as urban and rural. Urban cluster is characterized by better features of population, age structure, civic amenities and the branch structure. On the contrary, cluster consisting of rural communities has an agi
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/TD010029" target="_blank" >TD010029: Definition of subregions for distinguishing and the solution of social and economic disparities</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 30th International Conference Mathematical Methods in Economics 2012
ISBN
978-80-7248-779-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
1045-1050
Publisher name
Silesian University, School of Business Administration
Place of publication
Karviná
Event location
Karviná
Event date
Jan 1, 2012
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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