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Report
Stress testing effects on portfolio similarities among large US Banks
We use an expansive regulatory loan-level dataset to analyze how the portfolios of the largest US banks have evolved since 2011. In particular, we analyze how the commercial and industrial and commercial real estate loan portfolios have changed in response to stress-testing requirements stipulated in the 2010 Dodd-Frank Act. We find that the largest US banks, which are subject to stress testing, have become more similar since the current form of the stress testing was implemented in 2011. We also find that banks with poor stress test results tend to adjust their portfolios in a way that makes ...
Working Paper
The Intersection of U.S. Money Market Mutual Fund Reforms, Bank Liquidity Requirements, and the Federal Home Loan Bank System
The most recent changes to money market fund regulations have had a strong impact on the money fund industry. In the months leading up to the compliance date of the core provisions of the amended regulations, assets in prime money market funds declined significantly, while those in government funds increased contemporaneously. This reallocation from prime to government funds has contributed to the latter's increased demand for debt issued by the U.S. government and government-sponsored enterprises. The Federal Home Loan Bank (FHLBank) System played a key role in meeting this heightened demand ...
Working Paper
The Shift from Active to Passive Investing: Potential Risks to Financial Stability?
The past couple of decades have seen a significant shift in assets from active to passive investment strategies. We examine the potential effects of this shift on financial stability through four different channels: (1) effects on investment funds? liquidity transformation and redemption risks; (2) passive strategies that amplify market volatility; (3) increases in asset-management industry concentration; and (4) the effects on valuations, volatility, and comovement of assets that are included in indexes. Overall, the shift from active to passive investment strategies appears to be increasing ...
Working Paper
Modelling Dependence in High Dimensions with Factor Copulas
his paper presents flexible new models for the dependence structure, or copula, of economic variables based on a latent factor structure. The proposed models are particularly attractive for relatively high dimensional applications, involving fifty or more variables, and can be combined with semiparametric marginal distributions to obtain flexible multivariate distributions. Factor copulas generally lack a closed-form density, but we obtain analytical results for the implied tail dependence using extreme value theory, and we verify that simulation-based estimation using rank statistics is ...
Working Paper
Model Risk of Risk Models
This paper evaluates the model risk of models used for forecasting systemic and market risk. Model risk, which is the potential for different models to provide inconsistent outcomes, is shown to be increasing with and caused by market uncertainty. During calm periods, the underlying risk forecast models produce similar risk readings, hence, model risk is typically negligible. However, the disagreement between the various candidate models increases significantly during market distress, with a no obvious way to identify which method is the best. Finally, we discuss the main problems in risk ...
Working Paper
Mapping Heat in the U.S. Financial System
We provide a framework for assessing the build-up of vulnerabilities in the U.S. financial system. We collect forty-four indicators of financial and balance-sheet conditions, cutting across measures of valuation pressures, nonfinancial borrowing, and financial-sector health. We place the data in economic categories, track their evolution, and develop an algorithmic approach to monitoring vulnerabilities that can complement the more judgmental approach of most official-sector organizations. Our approach picks up rising imbalances in the U.S. financial system through the mid-2000s, presaging ...
Working Paper
Foreign Investment, Regulatory Arbitrage, and the Risk of U.S. Banking Organizations
This study investigates the implications of cross-country differences in banking regulation and supervision for the international subsidiary locations and risk of U.S. bank holding companies (BHCs). We find that U.S. BHCs are more likely to operate subsidiaries in countries with weaker regulation and supervision and that such location decisions are associated with elevated BHC risk and higher contribution to systemic risk. The quality of BHCs? internal controls and risk management play an important role in these location choices and risk outcomes. Overall, our study suggests that U.S. banking ...
Discussion Paper
Magnifying the Risk of Fire Sales in the Tri-Party Repo Market
The fragility inherent in the tri-party repo market came to light during the 2008-09 financial crisis. One of the main vulnerabilities is the risk of fire sales, which can be enhanced by the response of some investors to stress events. Money market mutual funds (MMFs) and the agents investing cash collateral obtained from securities lending (SLs) are thought to behave, in times of stress, in ways that exacerbate fire-sale risks in the tri-party repo market. Based on detailed investor data, we find that MMFs and SLs constitute almost half of the investor market, making it crucial for tri-party ...
Discussion Paper
Intermediary Leverage Cycles and Financial Stability
The financial crisis of 2007-09 highlighted the central role that financial intermediaries play in the propagation and amplification of shocks. Intermediaries increase leverage during the boom, which then makes them more vulnerable to adverse economic developments. In this post, we review evidence on the balance-sheet behavior of financial intermediaries and describe a channel that allows intermediaries to increase leverage during booms when asset market volatility tends to be low, which in turn forces them to dramatically reduce leverage once volatility increases. As shown during the ...
Discussion Paper
Liquidity Risk, Liquidity Management, and Liquidity Policies
During the 2007-09 financial crisis, banks experienced widespread funding shortages, with shortfalls even hindering adequately capitalized banks. The Federal Reserve responded to the funding shortages by creating liquidity backstops to insulate the real economy from the banking sector?s liquidity crisis. The regulatory reforms initiated by the Dodd-Frank Act and Basel III introduced systematic liquidity risk management into bank regulations. In the past year, research economists from the Federal Reserve Bank of New York have undertaken a number of research projects to further the conceptual ...