DebtRank: A Microscopic Foundation for Shock Propagation
Publication Date
June 19, 2015
Journal
PLOS ONE
Authors
Marco Bardoscia, Stefano Battiston, Fabio Caccioli & Guido Caldarelli
Volume
10
Issue
6
Pages
e0130406
DOI
https://dx.plos.org/10.1371/journal.pone.0130406
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0130406
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/26091013
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4475076
Europe PMC
http://europepmc.org/abstract/MED/26091013
Web of Science
000356835000115
Scopus
84938919680
Mendeley
http://www.mendeley.com/research/debtrank-microscopic-foundation-shock-propagation
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Mendeley | Further Information

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CrossRef

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/2128112"], "description"=>"<p>An initial shock corresponding to a 0.5% devaluation of its assets is applied to one bank at a time, and the experiment is repeated for each bank. The impact of a bank is measured as the relative equity loss experienced by the system when that bank is shocked. The vulnerability of a bank is its relative equity loss averaged over all the experiments. In addition, we average impact and vulnerability across a sample of 100 reconstructed networks. Finally, we build reverse ranking (i.e. in descending order) of both quantities, so that larger values on both axes correspond to more impactful and more vulnerable banks. Bubble size is proportional to the total assets of the corresponding bank. The most dangerous banks are also the most vulnerable.</p>", "links"=>[], "tags"=>["Microscopic Foundation", "interbank leverage matrix", "dynamic", "network effects", "accounting principles", "Shock Propagation", "DebtRank formulation", "European banks", "iterating balance sheet identities", "exogenous shocks", "DebtRank algorithm", "network topologies"], "article_id"=>1455896, "categories"=>["Uncategorised"], "users"=>["Marco Bardoscia", "Stefano Battiston", "Fabio Caccioli", "Guido Caldarelli"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0130406.g002", "stats"=>{"downloads"=>4, "page_views"=>32, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plot_of_impact_and_vulnerability_reverse_rankings_in_2008_panel_a_and_2013_panel_b_/1455896", "title"=>"Scatter plot of impact and vulnerability (reverse) rankings in 2008 (panel a) and 2013 (panel b).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-06-19 04:43:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/2128111"], "description"=>"<p>All banks are subject to an initial shock consisting in the devaluation of their external assets by a factor <i>α</i>. The violet curves represent the relative equity loss that is directly due to the initial shock, while the blue curves include losses due to the contagion dynamics. Every point is the average over 100 reconstructed networks and the semi-transparent region covers the range between the minimum and maximum across the sample. <i>α</i> is fixed in the top panels and equals to 0.5% (panel a) or 1% (panel b). We see that the amplification effect is reduced from 2008 to 2013. Bottom panels refer to 2008 (panel c) and 2013 (panel d). We see that the relative equity loss saturates for large enough shocks. In 2008 the saturation already occurs for shocks as large as 0.5%.</p>", "links"=>[], "tags"=>["Microscopic Foundation", "interbank leverage matrix", "dynamic", "network effects", "accounting principles", "Shock Propagation", "DebtRank formulation", "European banks", "iterating balance sheet identities", "exogenous shocks", "DebtRank algorithm", "network topologies"], "article_id"=>1455895, "categories"=>["Uncategorised"], "users"=>["Marco Bardoscia", "Stefano Battiston", "Fabio Caccioli", "Guido Caldarelli"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0130406.g001", "stats"=>{"downloads"=>4, "page_views"=>27, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relative_equity_loss_for_the_system_of_183_publicly_traded_EU_banks_between_2008_and_2013_/1455895", "title"=>"Relative equity loss for the system of 183 publicly traded EU banks between 2008 and 2013.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-06-19 04:43:32"}

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Relative Metric

{"start_date"=>"2015-01-01T00:00:00Z", "end_date"=>"2015-12-31T00:00:00Z", "subject_areas"=>[]}
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