A flow network analysis of direct balance-sheet contagion in financial networks

This paper puts forward a novel approach to the analysis of direct contagion in financial networks. Financial systems are here represented as flow networks -i.e., directed and weighted graphs endowed with source nodes and sink nodes - and the propagation of losses and defaults, originated by an exogenous shock, is here represented as a flow that crosses such a network. In establishing existence and uniqueness of such a flow function, we address a know problem of indeterminacy that arise, in financial networks, from the intercyclicity of payments. Sufficient and necessary conditions for uniqueness are pinned down. We embed this result in an algorithm that, while computing the propagation caused by a shock, controls for the emergence of possible indeterminacies. We then apply some properties of network flows to investigate the relation between the structures of a financial network-i.e. the size and the pattern of obligations - and its exposure to default contagion.

[1]  Antonio Cabrales,et al.  Risk-Sharing and Contagion in Networks , 2014, SSRN Electronic Journal.

[2]  Serafin Martinez Jaramillo,et al.  A network model of systemic risk: stress testing the banking system 1 , 2009 .

[3]  Franklin Allen,et al.  Financial Contagion , 2000, Journal of Political Economy.

[4]  Michael Gofman,et al.  Efficiency and Stability of a Financial Architecture with Too-Interconnected-to-Fail Institutions , 2016 .

[5]  L. Embree,et al.  Network Analysis and Canada's Large Value Transfer System , 2009 .

[6]  Jean-Charles Rochet,et al.  Systemic risk, interbank relations and liquidity provision by the Central Bank , 2000 .

[7]  A. Tahbaz-Salehi,et al.  Systemic Risk and Stability in Financial Networks , 2013 .

[8]  F. Castiglionesi,et al.  Liquidity flows in interbank networks , 2018 .

[9]  Sebastian Stiller,et al.  Measuring Systemic Risk and Contagion in Financial Networks , 2011 .

[10]  J. Yang,et al.  Network Models and Financial Stability , 2008 .

[11]  Douglas Gale,et al.  Bayesian learning in social networks , 2003, Games Econ. Behav..

[12]  Helmut Elsinger,et al.  Risk Assessment for Banking Systems , 2003, Manag. Sci..

[13]  Christian Upper,et al.  Using Counterfactual Simulations to Assess the Danger of Contagion in Interbank Markets , 2007 .

[14]  Piero Gottardi,et al.  Financial Contagion in Networks , 2015 .

[15]  Franklin Allen,et al.  Financial Contagion , 2000, Journal of Political Economy.

[16]  Daniel A. Hojman,et al.  Core and Periphery in Endogenous Networks , 2006 .

[17]  J. Rochet,et al.  Interbank Lending and Systemic Risk , 1996 .

[18]  Jing Yang,et al.  Network Models and Financial Stability , 2007 .

[19]  James Dow What is systemic risk? : moral hazard, initial shocks and propagation , 2000 .

[20]  Paolo Emilio Mistrulli Assessing Financial Contagion in the Interbank Market: Maximum Entropy Versus Observed Interbank Lending Patterns , 2011 .

[21]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[22]  Systemic Risk and Stability in Financial Networks , 2013 .

[23]  Gadi Barlevy,et al.  Properties of the Vacancy Statistic in the Discrete Circle Covering Problem , 2015 .

[24]  G. Loranth,et al.  Liquidity Coinsurance and Bank Capital , 2014 .

[25]  Nobuhiro Kiyotaki,et al.  Balance-Sheet Contagion , 2002 .

[26]  P. Hartmann,et al.  Systemic Risk: A Survey , 2000, SSRN Electronic Journal.

[27]  Ben R. Craig,et al.  Interbank Tiering and Money Center Banks , 2010 .

[28]  P. Glasserman,et al.  How Likely Is Contagion in Financial Networks? , 2013 .

[29]  Daniel A. Hojman,et al.  Core and periphery in networks , 2008, J. Econ. Theory.

[30]  Christian Upper,et al.  Estimating Bilateral Exposures in the German Interbank Market: Is There a Danger of Contagion? , 2002, SSRN Electronic Journal.

[31]  Reinhard Diestel,et al.  Graph Theory , 1997 .

[32]  Michael Boss,et al.  Network topology of the interbank market , 2003, cond-mat/0309582.

[33]  Ilan Lobel,et al.  BAYESIAN LEARNING IN SOCIAL NETWORKS , 2008 .

[34]  Craig H. Furfine,et al.  Interbank Exposures: Quantifying the Risk of Contagion , 1999 .

[35]  Hideki Takayasu,et al.  Fractal Network derived from banking transaction -- An analysis of network structures formed by financial institutions -- , 2004 .

[36]  Walter E. Beyeler,et al.  The topology of interbank payment flows , 2007 .

[37]  Larry Eisenberg,et al.  Systemic Risk in Financial Networks , 1999, Manag. Sci..

[38]  Paolo Emilio Mistrulli,et al.  Assessing Financial Contagion in the Interbank Market: Maximum Entropy Versus Observed Interbank Lending Patterns , 2007 .

[39]  Sanjeev Goyal,et al.  A Noncooperative Model of Network Formation , 2000 .

[40]  Martin Summer,et al.  Using Market Information for Banking System Risk Assessment , 2005 .

[41]  Yeon-Koo Che,et al.  Generalized Reduced-Form Auctions: A Network-Flow Approach , 2013 .

[42]  Prasanna Gai,et al.  Complexity, concentration and contagion , 2011 .

[43]  Ravindra K. Ahuja,et al.  Network Flows: Theory, Algorithms, and Applications , 1993 .

[44]  Morten L. Bech,et al.  The Topology of the Federal Funds Market , 2008, SSRN Electronic Journal.

[45]  T. Lux,et al.  Core–Periphery Structure in the Overnight Money Market: Evidence from the e-MID Trading Platform , 2015 .

[46]  Zijun Liu,et al.  Mapping the UK Interbank System , 2014 .

[47]  Philip H. Dybvig,et al.  Bank Runs, Deposit Insurance, and Liquidity , 1983, Journal of Political Economy.

[48]  D. R. Fulkerson,et al.  Maximal Flow Through a Network , 1956 .

[49]  Franklin Allen,et al.  Optimal Financial Crises , 1998 .

[50]  M. Elliott,et al.  Financial Networks and Contagion , 2014 .

[51]  H. Shin,et al.  Liquidity Risk and Contagion , 2005 .

[52]  Sandro Brusco,et al.  Liquidity Coinsurance, Moral Hazard, and Financial Contagion , 2007 .