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Discussion Paper
CCAR: More than a Stress Test
The Federal Reserve recently released the results of its latest stress test of large bank holding companies (BHCs). While the stress test results have received a lot of attention, they are just one part of a much larger effort by the Federal Reserve to ensure that these large BHCs have robust processes for determining how much capital they need to maintain access to funding and continue to serve as credit intermediaries, even under stressed conditions. In this post, I describe these larger efforts and the role that the stress test plays in them.
Working Paper
Prudential Policies and Their Impact on Credit in the United States
We analyze how two types of recently used prudential policies affected the supply of credit in the United States. First, we test whether the U.S. bank stress tests had any impact on the supply of mortgage credit. We find that the first Comprehensive Capital Analysis and Review (CCAR) stress test in 2011 had a negative effect on the share of jumbo mortgage originations and approval rates at stress-tested banks?banks with worse capital positions were impacted more negatively. Second, we analyze the impact of the 2013 Supervisory Guidance on Leveraged Lending and subsequent 2014 FAQ notice, ...
Working Paper
Can We Take the “Stress” Out of Stress Testing? Applications of Generalized Structural Equation Modeling to Consumer Finance
Financial firms, and banks in particular, rely heavily on complex suites of interrelated statistical models in their risk management and business reporting infrastructures. Statistical model infrastructures are often developed using a piecemeal approach to model building, in which different components are developed and validated separately. This type of modeling framework has significant limitations at each stage of the model management life cycle, from development and documentation to validation, production, and redevelopment. We propose an empirical framework, spurred by recent developments ...