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Working Paper
Benchmarking Operational Risk Stress Testing Models
The Federal Reserve?s Comprehensive Capital Analysis and Review (CCAR) requires large bank holding companies (BHCs) to project losses under stress scenarios. In this paper, we propose multiple benchmarks for operational loss projections and document the industry distribution relative to these benchmarks. The proposed benchmarks link BHCs? loss projections with both financial characteristics and metrics of historical loss experience. These benchmarks capture different measures of exposure and together provide a comprehensive view of the reasonability of model outcomes. Furthermore, we employ ...
Speech
Structural and cyclical macroprudential objectives in supervisory stress testing: remarks at The Effects of Post-Crisis Banking Reforms, Federal Reserve Bank of New York, New York City
Remarks at The Effects of Post-Crisis Banking Reforms, Federal Reserve Bank of New York, New York City.
Working Paper
Enhancing Stress Tests by Adding Macroprudential Elements
The use of stress testing for macroprudential objectives is advanced by modeling spillovers within the financial sector or between the real and financial sectors. In this chapter, we discuss several macroprudential elements that capture these spillovers and how they might be added to stress test frameworks. We show how funding spillovers can be modeled as an add-on, using a reduced-form relation between banks' funding cost, bank capital and economic activity. Using a calibration to US data, we project very modest funding spillovers conditional on the DFAST 2018 severely adverse scenario. ...
Report
Tracking and stress-testing U.S. household leverage
Borrowers? housing equity is an important component of their wealth and a critical determinant of their vulnerability to shocks. In this paper, we create a unique data set that enables us to provide a comprehensive look at the ratio of housing debt to housing values?what we refer to as household leverage?at the micro level. An advantage of our data is that we are able to study the evolution of household leverage over time and locations in the United States. We find that leverage was at a very low point just prior to the large declines in house prices that began in 2006, and rose very quickly ...
Working Paper
Backtesting Systemic Risk Measures During Historical Bank Runs
The measurement of systemic risk is at the forefront of economists and policymakers concerns in the wake of the 2008 financial crisis. What exactly are we measuring and do any of the proposed measures perform well outside the context of the recent financial crisis? One way to address these questions is to take backtesting seriously and evaluate how useful the recently proposed measures are when applied to historical crises. Ideally, one would like to look at the pre-FDIC era for a broad enough sample of financial panics to confidently assess the robustness of systemic risk measures but ...
Working Paper
Enhancing prudential standards in financial regulations
The financial crisis has generated fundamental reforms in the financial regulatory system in the U.S. and internationally. Much of this reform was in direct response to the weaknesses revealed in the precrisis system. The new ?macroprudential? approach to financial regulations focuses on risks arising in financial markets broadly, as well as the potential impact on the financial system that may arise from financial distress at systemically important financial institutions. Systemic risk is the key factor in financial stability, but our current understanding of systemic risk is rather limited. ...
Journal Article
A Stress Test of Bank Commercial Real Estate Loans: What Can the 1980s Tell Us about Risks to Banks Today?
Even if commercial real estate (CRE) losses reach the levels of the 1980s’ CRE crisis, banks today may be able to weather them.
Working Paper
The Impact of Regulatory Stress Tests on Bank Lending and Its Macroeconomic Consequences
We use an expansive regulatory loan-level data set to analyze how the portfolios of the largest US banks have changed in response to the Dodd-Frank Act Stress Test (DFAST) requirements. We find that the portfolios of the largest banks, which are subject to stress-testing, have become more similar to each other since DFAST was implemented in 2011. We also find that banks with poor stress-test results tend to adjust their portfolios in a way that makes them more similar to the portfolios of banks that performed well in the stress-testing. In general, stress-testing has resulted in more ...
Discussion Paper
Bank Capital and Risk: Cautionary or Precautionary?
Do riskier banks have more capital? Banking companies with more equity capital are better protected against failure, all else equal, because they can absorb more losses before becoming insolvent. As a result, banks with riskier income and assets would hopefully choose to fund themselves with relatively more equity and less debt, giving them a larger equity cushion against potential losses. In this post, we use a top-down stress test model of the U.S. banking system?the Capital and Loss Assessment under Stress Scenarios (CLASS) model?to assess whether banks that are forecast to lose capital in ...
Discussion Paper
CRISK: Measuring the Climate Risk Exposure of the Financial System
A growing number of climate-related policies have been adopted globally in the past thirty years (see chart below). The risk to economic activity from changes in policies in response to climate risks, such as carbon taxes and green subsidies, is often referred to as transition risk. Transition risk can adversely affect the real economy through the banking sector. For example, a shock to borrowers’ transition risk can impair their ability to repay, which can then lead to an amplified effect on banks’ current and expected future profits, resulting in a systemic undercapitalization of banks. ...