Mining market data: A network approach

Mining market data: A network approach

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Article ID: iaor20072376
Country: United Kingdom
Volume: 33
Issue: 11
Start Page Number: 3171
End Page Number: 3184
Publication Date: Nov 2006
Journal: Computers and Operations Research
Authors: , ,
Keywords: statistics: empirical, graphs, datamining
Abstract:

We consider a network representation of the stock market data referred to as the market graph, which is constructed by calculating cross-correlations between pairs of stocks based on the opening prices data over a certain period of time. We study the evolution of the structural properties of the market graph over time and draw conclusions regarding the dynamics of the stock market development based on the interpretation of the obtained results.

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