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The Price of Complexity in Financial Networks

The price of complexity in financial networks
Authors: Battiston, Stefano; Caldarelli, Guido; May, Robert M.; Roukny, Tarik; Stiglitz, Joseph E.;

The Price of Complexity in Financial Networks

Abstract

Significance Estimating systemic risk in networks of financial institutions represents, today, a major challenge in both science and financial policy making. This work shows how the increasing complexity of the network of contracts among institutions comes with the price of increasing inaccuracy in the estimation of systemic risk. The paper offers a quantitative method to estimate systemic risk and its accuracy.

Countries
United States, Belgium, United Kingdom, Italy, United States, Switzerland, United States, Italy, Italy
Keywords

default probability, Financial contagion, 330, Economics, 10003 Department of Finance, Economie financière, Default (Finance), Financial networks, Complexity; Default probability; Financial contagion; Financial networks; Systemic risk, systemic risk, Systemic risk, Actuarial science and mathematical finance, Applications of design theory to circuits and networks, 1000 Multidisciplinary, financial networks, Généralités, Complexity, financial contagion, Default probability, 330 Economics, Stochastic network models in operations research, QC Physics, complexity, Financial risk, Finance

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    183
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 1%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
183
Top 1%
Top 1%
Top 1%
Green
hybrid