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Contribution Details

Type Journal Article
Scope Discipline-based scholarship
Title Credit default swaps drawup networks: Too interconnected to be stable?
Organization Unit
Authors
  • Rahul Kaushik
  • Stefano Battiston
Item Subtype Original Work
Refereed Yes
Status Published in final form
Language
  • English
Journal Title PLoS ONE
Publisher Public Library of Science (PLoS)
Geographical Reach international
ISSN 1932-6203
Volume 8
Number 7
Page Range e61815
Date 2013
Abstract Text We analyse time series of CDS spreads for a set of major US and European institutions in a period overlapping the recent financial crisis. We extend the existing methodology of -drawdowns to the one of joint -drawups, in order to estimate the conditional probabilities of spike-like co-movements among pairs of spreads. After correcting for randomness and finite size effects, we find that, depending on the period of time, 50% of the pairs or more exhibit high probabilities of joint drawups and the majority of spread series are trend-reinforced, i.e. drawups tend to be followed by drawups in the same series. We then carry out a network analysis by taking the probability of joint drawups as a proxy of financial dependencies among institutions. We introduce two novel centrality-like measures that offer insights on how both the systemic impact of each node as well as its vulnerability to other nodes' shocks evolve in time.
Free access at PubMed ID
Digital Object Identifier 10.1371/journal.pone.0061815
PubMed ID 23843931
Other Identification Number merlin-id:10162
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