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Computational Analysis of the structural properties of Economic and Financial Networks

Authors :
Emmert-Streib, Frank
Musa, Aliyu
Baltakys, Kestutis
Kanniainen, Juho
Tripathi, Shailesh
Yli-Harja, Olli
Jodlbauer, Herbert
Dehmer, Matthias
Publication Year :
2017

Abstract

In recent years, methods from network science are gaining rapidly interest in economics and finance. A reason for this is that in a globalized world the interconnectedness among economic and financial entities are crucial to understand and networks provide a natural framework for representing and studying such systems. In this paper, we are surveying the use of networks and network-based methods for studying economy related questions. We start with a brief overview of graph theory and basic definitions. Then we discuss descriptive network measures and network complexity measures for quantifying structural properties of economic networks. Finally, we discuss different network and tree structures as relevant for applications.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1710.04455
Document Type :
Working Paper