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The price of complexity in financial networks
by
Stiglitz, Joseph E.
, May, Robert M.
, Roukny, Tarik
, Caldarelli, Guido
, Battiston, Stefano
in
Economic Sciences
/ Errors
/ Financial institutions
/ Knowledge
/ Physical Sciences
/ Physics
/ Probability
/ Social Sciences
2016
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Do you wish to request the book?
The price of complexity in financial networks
by
Stiglitz, Joseph E.
, May, Robert M.
, Roukny, Tarik
, Caldarelli, Guido
, Battiston, Stefano
in
Economic Sciences
/ Errors
/ Financial institutions
/ Knowledge
/ Physical Sciences
/ Physics
/ Probability
/ Social Sciences
2016
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Journal Article
The price of complexity in financial networks
2016
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Overview
Financial institutions form multilayer networks by engaging in contracts with each other and by holding exposures to common assets. As a result, the default probability of one institution depends on the default probability of all of the other institutions in the network. Here, we show how small errors on the knowledge of the network of contracts can lead to large errors in the probability of systemic defaults. From the point of view of financial regulators, our findings show that the complexity of financial networks may decrease the ability to mitigate systemic risk, and thus it may increase the social cost of financial crises.
Publisher
National Academy of Sciences
Subject
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