THE MULTIPLEX DEPENDENCY STRUCTURE OF FINANCIAL MARKETS

The Multiplex Dependency Structure of Financial Markets

We propose here a multiplex network approach to investigate simultaneously different types of dependency in complex datasets.In particular, we consider multiplex networks made of four layers corresponding, respectively, to linear, nonlinear, tail, and partial correlations among a set of financial time series.We construct the sparse graph on each la

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