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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

  • DOI - Digital Object Identifier

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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

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

  • e-ISSN

  • 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