Stability analysis of financial contagion due to overlapping portfolios

被引:232
作者
Caccioli, Fabio [1 ,2 ]
Shrestha, Munik [2 ,3 ]
Moore, Cristopher [2 ,3 ]
Farmer, J. Doyne [2 ,4 ,5 ]
机构
[1] Univ Cambridge, Ctr Risk Studies, Cambridge Judge Business Sch, Cambridge CB2 1AG, England
[2] Santa Fe Inst, Santa Fe, NM 87501 USA
[3] Univ New Mexico, Albuquerque, NM 87131 USA
[4] Univ Oxford, Inst New Econ Thinking, Oxford OX1 3LB, England
[5] Univ Oxford, Math Inst, Oxford OX1 3LB, England
基金
美国国家科学基金会;
关键词
Systemic risk; Network models; Contagion; SYSTEMIC RISK; MODEL; COMPLEXITY; LIQUIDITY; MARKETS;
D O I
10.1016/j.jbankfin.2014.05.021
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Common asset holdings are widely believed to have been the primary vector of contagion in the recent financial crisis. We develop a network approach to the amplification of financial contagion due to the combination of overlapping portfolios and leverage, and we show how it can be understood in terms of a generalized branching process. This can be used to compute the stability for any particular configuration of portfolios. By studying a stylized model we estimate the circumstances under which systemic instabilities are likely to occur as a function of parameters such as leverage, market crowding, diversification, and market impact. Although diversification may be good for individual institutions, it can create dangerous systemic effects, and as a result financial contagion gets worse with too much diversification. There is a critical threshold for leverage; below it financial networks are always stable, and above it the unstable region grows as leverage increases. Note that our model assumes passive portfolio management during a crisis; however, we show that dynamic deleveraging during a crisis can amplify instabilities. The financial system exhibits "robust yet fragile" behavior, with regions of the parameter space where contagion is rare but catastrophic whenever it occurs. Our model and methods of analysis can be calibrated to real data and provide simple yet powerful tools for macroprudential stress testing. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:233 / 245
页数:13
相关论文
共 41 条
[1]   Liquidity and leverage [J].
Adrian, Tobias ;
Shin, Hyun Song .
JOURNAL OF FINANCIAL INTERMEDIATION, 2010, 19 (03) :418-437
[2]   Asset commonality, debt maturity and systemic risk [J].
Allen, Franklin ;
Babus, Ana ;
Carletti, Elena .
JOURNAL OF FINANCIAL ECONOMICS, 2012, 104 (03) :519-534
[3]  
Amini H., 2013, MATH FINANCE
[4]  
[Anonymous], MICROPRUDENCE INCREA
[5]   Size and complexity in model financial systems [J].
Arinaminpathy, Nimalan ;
Kapadia, Sujit ;
May, Robert M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (45) :18338-18343
[6]   Individual versus systemic risk and the Regulator's Dilemma [J].
Beale, Nicholas ;
Rand, David G. ;
Battey, Heather ;
Croxson, Karen ;
May, Robert M. ;
Nowak, Martin A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (31) :12647-12652
[7]  
Beltran DO, 2013, INT FINANCE DISCUSSI
[8]  
Bouchaud J-P., 2011, Lessons from the 2008 Crisis, Ved, ppp 57
[9]  
Bouchaud JP, 2009, HANDB FINANC, P57, DOI 10.1016/B978-012374258-2.50006-3
[10]   A Langevin approach to stock market fluctuations and crashes [J].
Bouchaud, JP ;
Cont, R .
EUROPEAN PHYSICAL JOURNAL B, 1998, 6 (04) :543-550