Abstract

Financial markets create endogenous systemic risk, the risk that a substantial fraction of the system ceases to function and collapses. Systemic risk can propagate through different mechanisms and channels of contagion. One important form of financial contagion arises from indirect interconnections between financial institutions mediated by financial markets. This indirect interconnection occurs when financial institutions invest in common assets and is referred to as overlapping portfolios. In this work we quantify systemic risk from indirect interconnections between financial institutions. Complete information of security holdings of major Mexican financial intermediaries and the ability to uniquely identify securities in their portfolios, allows us to represent the Mexican financial system as a bipartite network of securities and financial institutions. This makes it possible to quantify systemic risk arising from overlapping portfolios. We show that focusing only on direct interbank exposures underestimates total systemic risk levels by up to 50% under the assumptions of the model. By representing the financial system as a multi-layer network of direct interbank exposures (default contagion) and indirect external exposures (overlapping portfolios) we estimate the mutual influence of different channels of contagion. The method presented here is the first quantification of systemic risk on national scales that includes overlapping portfolios.

Highlights

  • Systemic risk (SR) in financial markets is the risk that a significant fraction of the financial system can no longer perform its function as a credit provider and collapses

  • Two important aspects of an overlapping portfolio network arise: first, there are some banks that have very independent portfolios and some are even completely isolated form the rest of the banks; second, there is an important degree of overlapping, these are the red nodes at the center of the plot and it is noticeable that many banks are exposed to the same securities

  • To a large extent SR arises from indirect interconnections between financial institutions mediated by financial markets

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Summary

Introduction

Systemic risk (SR) in financial markets is the risk that a significant fraction of the financial system can no longer perform its function as a credit provider and collapses. From the theoretical point of view, the combination of common assets holdings and direct contagion was considered for instance in Cifuentes et al (2005), Gai and Kapadia (2010) and May and Arinaminpathy (2009) Our analysis complements these papers because it is carried out on a high resolution regulatory data. Caccioli et al (2015) study two channels of contagion by combining empirical data on direct lending with a stylized model on overlapping portfolios. With the complete information of security holdings of major financial intermediaries at hand and the ability to uniquely identify securities in the portfolios, we represent the Mexican financial system as a bipartite network of securities and financial institutions With this data we quantify the SR contributions of direct interbank exposures (default contagion) and indirect external exposures (overlapping portfolios) and estimate the mutual influence of different channels of contagion.

Quantification of systemic risk in bipartite networks
Quantification of systemic risk in multi-layer networks
Quantification of systemic risk at the country level
Direct exposures
Indirect exposures
Overlapping portfolios in the Mexican banking system
Conclusion
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