Specific statistical properties of the strength of links and nodes of the Estonian network of payments

We investigated the strength of the interactions of the elements of the Estonian network of payments (link weight of payments and volume of payments) by the realization of particular experiments. Specific statistical measures of this network, which combine the topology of the relations of the streng...

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Main Authors: Stephanie Rendón de la Torre, Jaan Kalda, Robert Kitt
Format: Article
Language:English
Published: Estonian Academy Publishers 2019-03-01
Series:Proceedings of the Estonian Academy of Sciences
Subjects:
Online Access:http://www.kirj.ee/public/proceedings_pdf/2019/issue_3/proc-2019-3-235-243.pdf
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spelling doaj-e53bca48cf6444b486c7da555c59ddcf2020-11-25T01:41:07ZengEstonian Academy PublishersProceedings of the Estonian Academy of Sciences1736-60461736-75302019-03-0168323524310.3176/proc.2019.3.0210.3176/proc.2019.3.02Specific statistical properties of the strength of links and nodes of the Estonian network of paymentsStephanie Rendón de la Torre0Jaan Kalda1Robert Kitt2Department of Cybernetics, School of Science, Tallinn University of Technology, Akadeemia tee 21, 12618 Tallinn, Estonia; Corresponding author, stretomx@gmail.comDepartment of Cybernetics, School of Science, Tallinn University of Technology, Akadeemia tee 21, 12618 Tallinn, EstoniaSwedbank AS, Liivalaia 10, 15040 Tallinn, EstoniaWe investigated the strength of the interactions of the elements of the Estonian network of payments (link weight of payments and volume of payments) by the realization of particular experiments. Specific statistical measures of this network, which combine the topology of the relations of the strength of links and nodes and their specific weights, were studied with the purpose of discovering beyond the topological architecture of our network and revealing aspects of its complex structure. Moreover, scale-free properties between the strengths and the degree values were found. We also identified clear patterns of structural changes in such a network over the analysed period.http://www.kirj.ee/public/proceedings_pdf/2019/issue_3/proc-2019-3-235-243.pdfeconomic networkscomplex systemsscale-free networksweighted networksstrength of nodes.
collection DOAJ
language English
format Article
sources DOAJ
author Stephanie Rendón de la Torre
Jaan Kalda
Robert Kitt
spellingShingle Stephanie Rendón de la Torre
Jaan Kalda
Robert Kitt
Specific statistical properties of the strength of links and nodes of the Estonian network of payments
Proceedings of the Estonian Academy of Sciences
economic networks
complex systems
scale-free networks
weighted networks
strength of nodes.
author_facet Stephanie Rendón de la Torre
Jaan Kalda
Robert Kitt
author_sort Stephanie Rendón de la Torre
title Specific statistical properties of the strength of links and nodes of the Estonian network of payments
title_short Specific statistical properties of the strength of links and nodes of the Estonian network of payments
title_full Specific statistical properties of the strength of links and nodes of the Estonian network of payments
title_fullStr Specific statistical properties of the strength of links and nodes of the Estonian network of payments
title_full_unstemmed Specific statistical properties of the strength of links and nodes of the Estonian network of payments
title_sort specific statistical properties of the strength of links and nodes of the estonian network of payments
publisher Estonian Academy Publishers
series Proceedings of the Estonian Academy of Sciences
issn 1736-6046
1736-7530
publishDate 2019-03-01
description We investigated the strength of the interactions of the elements of the Estonian network of payments (link weight of payments and volume of payments) by the realization of particular experiments. Specific statistical measures of this network, which combine the topology of the relations of the strength of links and nodes and their specific weights, were studied with the purpose of discovering beyond the topological architecture of our network and revealing aspects of its complex structure. Moreover, scale-free properties between the strengths and the degree values were found. We also identified clear patterns of structural changes in such a network over the analysed period.
topic economic networks
complex systems
scale-free networks
weighted networks
strength of nodes.
url http://www.kirj.ee/public/proceedings_pdf/2019/issue_3/proc-2019-3-235-243.pdf
work_keys_str_mv AT stephanierendondelatorre specificstatisticalpropertiesofthestrengthoflinksandnodesoftheestoniannetworkofpayments
AT jaankalda specificstatisticalpropertiesofthestrengthoflinksandnodesoftheestoniannetworkofpayments
AT robertkitt specificstatisticalpropertiesofthestrengthoflinksandnodesoftheestoniannetworkofpayments
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