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Hierarchical structure in financial markets

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  • R. Mantegna

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Abstract

I find a topological arrangement of stocks traded in a financial market which has associated a meaningful economic taxonomy. The topological space is a graph connecting the stocks of the portfolio analyzed. The graph is obtained starting from the matrix of correlation coefficient computed between all pairs of stocks of the portfolio by considering the synchronous time evolution of the difference of the logarithm of daily stock price. The hierarchical tree of the subdominant ultrametric space associated with the graph provides information useful to investigate the number and nature of the common economic factors affecting the time evolution of logarithm of price of well defined groups of stocks.

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File URL: http://hdl.handle.net/10.1007/s100510050929
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Bibliographic Info

Article provided by Springer in its journal The European Physical Journal B - Condensed Matter and Complex Systems.

Volume (Year): 11 (1999)
Issue (Month): 1 (September)
Pages: 193-197

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Handle: RePEc:spr:eurphb:v:11:y:1999:i:1:p:193-197

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Web page: http://www.springer.com/economics/journal/10051

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Related research

Keywords: PACS. 02.50.Sk Multivariate analysis; 89.90.+n Other areas of general interest to physicists;

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