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For release on delivery
10:00 a.m. EDT (9:00 a.m. CDT)
April 10, 2012

Developing Tools for Dynamic Capital Supervision
Remarks by
Daniel K. Tarullo
Member
Board of Governors of the Federal Reserve System
to the
Federal Reserve Bank of Chicago Annual Risk Conference
Chicago, Illinois

April 10, 2012

The importance of robust capital requirements for financial stability and the serious
shortcomings of the pre-crisis capital regulatory regime have been well documented. In the last
few years, domestic and international initiatives have strengthened standards for the quantity and
quality of capital held by banking organizations. Implementation of these new standards should
significantly increase the safety and soundness of the financial system.
But there are at least four reasons why simple compliance with the stricter standards will
not achieve this goal. First, as has long been recognized, a capital ratio -- even a much higher
one -- is essentially a snapshot of a bank’s balance sheet and, thus, often a lagging indicator of
the bank’s actual condition. Second, the ability of a bank to remain a viable financial
intermediary in times of stress depends not only on the losses likely to affect the value of current
assets, but also the impact on revenues and, thus, the capacity to replenish capital during the
stress period. Third, if capital requirements are set solely with reference to more ordinary
economic circumstances, they will not capture the potential impact of a shock to the value of
widely held assets to the financial system as a whole. Fourth, the capacity of both bank
management and regulators to understand a firm’s capital position depends on its having good
information and quantitative risk-management systems.
Thus, stronger capital standards must be complemented with supervisory tools that
incorporate dynamic, macroprudential elements. Two important such tools that have been
adopted by the Federal Reserve since the onset of the financial crisis are stress testing and firmspecific capital planning. Since we have just completed a second annual exercise using both
supervisory tools, I thought this risk conference would be a good occasion for reviewing the
rationale and features of these tools, describing the recent results, and identifying some issues we
will be considering as we continue to develop these tools in the future.

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Tools for Dynamic Capital Supervision
The potential utility of comprehensive stress testing had been much discussed among
academics, analysts, and regulators in the years preceding the financial crisis, but it was only
during the crisis that this tool was used across large firms at the same time. In February 2009,
the federal banking agencies -- led by the Federal Reserve -- created a stress test and required the
nation’s 19 largest bank holding companies to apply it as part of our Supervisory Capital
Assessment Program (SCAP). The test involved two scenarios -- one based on the consensus
forecast of professional forecasters, and the other based on a severe, but plausible, economic
situation -- with specified macroeconomic variables such as GDP growth, employment, and
house prices. Each participating institution was asked to supply, in a standardized format,
detailed information on portfolio risk factors and revenue drivers that supervisors could use to
estimate losses and revenues over a two-year period. These data allowed supervisors to make
consistent estimates across all 19 firms.
The immediate motivation for the 2009 stress test was to determine how much additional
capital a bank holding company would need to ensure that it would remain a viable financial
intermediary even in the adverse scenario. The Treasury Department stood ready to provide
capital to any bank that could not raise the required amount from private sources. But the
Federal Reserve’s decision to disclose the results of the test on a firm-specific basis served a
second purpose -- to provide investors, and markets more generally, with information that would
help them form their own judgments on the condition of U.S. banking institutions. This decision
proved to be an important step in establishing market and public confidence that the U.S.
financial system would weather the crisis.

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Though conceived and developed in the midst of the financial crisis, SCAP will be
remembered as a watershed for supervisory policies applicable to large institutions. Congress
drew on the lessons of the 2009 exercise by including a requirement for stress testing in the 2010
Dodd-Frank Wall Street Reform and Consumer Protection Act (Dodd-Frank Act). But well
before Congress passed the Dodd-Frank Act, the SCAP experience had already profoundly
affected attitudes toward supervision within the Federal Reserve. It demonstrated in practice, not
just in theory, the value of a simultaneous, forward-looking projection of potential losses and
revenue effects based on each bank’s own portfolio and circumstances. The forward-looking
feature overcame the limitations of static capital ratios. The simultaneity, along with stress test
features such as an assumed instantaneous market shock, introduced a critical macroprudential
dimension that offered insights into the condition of the entire financial system, including
whether banks were sufficiently resilient to continue to provide their critical intermediation
functions even under such adverse conditions.
Regular and rigorous stress testing thus provides regulators with knowledge that can be
applied to both microprudential and macroprudential supervision efforts. Disclosure of the
methodology and firm-specific results of our stress testing has additional regulatory benefits.
First, the release of details about assumptions, methods, and conclusions exposes the supervisory
approach to greater outside scrutiny and discussion. Such discussions will almost surely help us
improve our assumptions and methodology over time. Second, because bank portfolios are
difficult to value without a great deal of detailed information, the test results should be very
useful to investors in and counterparties of the largest institutions. The market discipline
promoted by means such as resolution mechanisms will be most effective if market participants
have adequate information with which to make informed judgments about the banks.

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But stress testing is no more a panacea for the supervision of large financial institutions
than capital requirements themselves, or any other regulatory device. By design, the stress tests
to date have not covered other sources of stress, such as funding and interest rate risks, which are
the subjects of other supervisory exercises. But just as strengthened capital requirements remain
at the center of a better financial regulatory system, so stress testing is now recognized as a
critical, forward-looking tool for ensuring that minimum capital requirements can be maintained.
Indeed, stress testing has already come to epitomize the horizontal, interdisciplinary approach to
supervising our largest bank holding companies that the Federal Reserve System has instituted
over the past few years.
Firm-specific capital planning has also become an important supervisory tool. In
November 2011, the Federal Reserve issued a new regulation requiring large banking
organizations to submit an annual capital plan.1 This tool serves multiple purposes. First, it
provides a regular, structured, and comparative way to promote and assess the capacity of large
bank holding companies to understand and manage their capital positions, with particular
emphasis on risk-measurement practices. Second, it provides supervisors with an opportunity to
evaluate any capital distribution plans against the backdrop of the firm’s overall capital position,
a matter of considerable importance given the significant distributions that some firms made in
2007 even as the financial crisis gathered momentum. Third, at least for the next few years, it
will provide a regular assessment of whether large holding companies will readily and
comfortably meet the new capital requirements related to various Basel agreements as they take
effect in the United States.

1

Board of Governors of the Federal Reserve System (2011), “Federal Reserve Board Issues Final Rule on Annual
Capital Plans, Launches 2012 Review,” press release, November 22,
www.federalreserve.gov/newsevents/press/bcreg/20111122a.htm.

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A stress test is a critical part of the annual capital review. But, as these different purposes
indicate, the capital review is about more than using a stress test to determine whether a firm’s
capital distribution plans are consistent with remaining a viable financial intermediary even in an
adverse scenario. As indicated during our capital reviews in both 2011 and 2012, the Federal
Reserve may object to a capital plan because of significant deficiencies in the capital planning
process, as well as because one or more relevant capital ratios would fall below required levels
under the assumptions of stress and planned capital distributions. Likewise, the stress test is
relevant not only for its role in the capital planning process. As noted earlier, it also serves other
important purposes, not least of which is increased transparency of both bank holding company
balance sheets and the supervisory process of the Federal Reserve.
Results of the 2012 Stress Test and Capital Review
The stress test that the Federal Reserve developed in the fall of 2011 and administered
over the succeeding months was based on a quite adverse scenario. It hypothesized a deep
recession in the United States, with GDP contracting sharply, unemployment reaching a peak of
more than 13 percent, equity prices falling by half, and house prices declining by an additional
20 percent from their 2011 levels. In addition, given the potential for financial stress in Europe,
the scenario included a global recession and a global financial market shock. The latter, applied
to the trading, derivatives, and private equity positions of the six firms with the highest volumes
of trading, included a dramatic widening of credit default spreads for both European sovereigns
and financial institutions, as well as sharp increases in spreads for European sovereign bonds.
When we announced the scenario in November, a number of observers questioned
whether a scenario of this severity was realistic. In this regard, it is important to reemphasize
that the stress scenario is not a forecast of what will happen. It reflects, instead, an unlikely but

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not implausible outcome in which the U.S. economy experiences a serious recession
simultaneously with a significant contraction of global economic activity and a global financial
shock. Thus, the assumed increase in unemployment is similar to that experienced in the three
deep post–World War II recessions. It is because current unemployment stands so much higher
today than it did at the outset of those recessions that it is assumed to rise to a postwar high.
More fundamentally, the severity of the recession reflects two considerations. First, as I
have already suggested, a core rationale for stress testing is the macroprudential goal of ensuring
that the nation’s financial system could continue to operate even in the face of severely adverse
developments. It is precisely an outcome fairly far out on the tail at which a stress test should be
directed. A more probable scenario, with a milder downturn, would not serve that purpose.
Second, presumably reflecting this logic, the Dodd-Frank Act requires that we include a
“severely adverse” scenario. Accordingly, as we fully implement the Dodd-Frank requirement
beginning next year, this level of severity will in any case be required by law.
As one might expect from the severity of the adverse scenario, the losses projected by our
models for the 19 firms were quite high. Total losses amounted to about $650 billion, of which
$535 billion was due directly to declines in balance sheet asset values. The remaining $115
billion was accounted for by additional items run directly through net revenue estimates, such as
expenses from mortgage putbacks. The portfolio losses would be very high by historical
standards. For example, the $340 billion in loan losses included in the total loss figure translates
into a loss rate of about 7.2 percent, which compares to about a 5.4 percent loss rate in the peak
eight quarters of losses during the financial crisis and is a higher rate than has been experienced
at any point in the last century except during the Great Depression. Similarly, pre-provision net
revenue was projected to be equal to only about 2.5 percent of average assets, an historically low

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rate that compares to about 3.5 percent during the nine-quarter period from the fourth quarter of
2007 through the fourth quarter of 2009 that spanned the financial crisis.
Notwithstanding the stringency of the stress test, only four of the nineteen firms fell
below the 5 percent Tier 1 common ratio standard, or one of the other applicable ratios, even
assuming that all proposed capital actions went forward during the stress period. In passing, I
might observe that we would expect that firms would, in fact, pare their distributions in the face
of a severely deteriorating operating environment, but the fact that some firms failed to do so in
2007 and 2008 has led our supervisors to make the conservative assumption that distributions
would continue. If proposed future capital distributions are not assumed -- that is, if the
approach in the 2009 SCAP is taken -- only one firm falls below the required post-stress
minimum capital ratios.
Indeed, a comparison with the original 2009 stress test shows the degree to which the 19
firms have improved their capital positions. The actual aggregate Tier 1 common ratio of the 19
firms at the end of the third quarter of 2011 (the beginning of the stress period) was about 10.1
percent, nearly double the 5.3 percent aggregate ratio for the firms at the end of 2008 (the start of
the stress period for SCAP). Moreover, at 6.3 percent, the post-stress aggregate ratio under the
2012 test would be higher than that actual aggregate capital ratio at the end of 2008, even
assuming all proposed capital actions go forward during the stress period.
As to qualitative conclusions from this year’s Comprehensive Capital Analysis and
Review (CCAR), most of the 19 bank holding companies have made considerable progress in
their internal capital planning processes. However, there appears to be room for improvement at

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virtually every firm, and at some firms the amount of work needed is still significant.2 This will
remain a major focus of supervisory efforts, in next year’s capital review, and more generally.
The 2012 Experience in Retrospect
The 2012 exercise extended our supervisory emphasis on forward-looking, data-driven,
horizontal assessments of the largest bank holding companies. It built upon, and incorporated,
lessons learned from prior exercises. But these supervisory tools are still relatively new. Just as
capital planning and internal stress testing capacities could be improved at every firm, so we
intend to consider both substantive and procedural improvements in our use of these tools. To
this end, over the coming months we will be consulting extensively with academics, other
analysts, and the banks themselves.
Substantively, the Federal Reserve will be focusing on potential refinements to
supervisory models, such as modifying them to use more granular data. We will continue to pay
considerable attention to model validation. Among other things, we are forming an advisory
group of academics and other experts to advise our internal model-validation team on an ongoing
basis. Then, later in the year, we intend to convene a modeling symposium to bring a broader
array of voices into the discussion.
We are, of course, mindful of the statements by some of the 19 participating bank holding
companies that certain loss rates produced by the Federal Reserve’s model for the 2012 stress
test significantly exceeded their own estimates. We may gain greater insight into the source of
these differences as we proceed with the review of our modeling. However, our experience
during the stress test has already suggested some possible reasons. First, not surprisingly, the
supervisory perspective on stress test modeling tends to be somewhat more conservatively

2

The full 2012 report, including methodology and results, is available at
www.federalreserve.gov/newsevents/press/bcreg/bcreg20120313a1.pdf.

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inclined than that of the firms. Second, Federal Reserve modeling generally avoids the
assumption that loss experience during a period of high stress can be extrapolated from
experience in more normal times, whereas at least some firm modeling uses roll rates and other
such extrapolations that may not be as useful for measuring losses in tail events. A third, and
related point, is that for some loan types the Federal Reserve model incorporates nonlinear
effects of the macroeconomic scenario. For example, a 20 percent decline in national house
prices would mean that prices would decline substantially more in some markets and less in
others, and losses in areas where house prices decline more would be disproportionately greater
than losses in areas where house prices decline by less. The result would be higher overall losses
than if prices had declined by a uniform 20 percent everywhere. Fourth, supervisors had the
advantage of seeing the modeling practices of all 19 of the firms and were able in some instances
to identify outliers in terms of assumptions and practices.
Our disclosures -- both of our methodology and of the results -- seem to have struck
about the right balance between providing useful information to investors, counterparties, and the
public, on the one hand, and protecting proprietary information whose release might result in
competitive harm to firms, on the other. However, as with all aspects of the stress test and
CCAR, we welcome any suggestions for improvement here as well.
As to procedure, we have already decided on several changes for next year. First, the
timing of the CCAR will change, so that the decisions on objection or non-objection will apply
to capital actions beginning in the second quarter of 2013. That is a shift from the first two
CCARs, in which the supervisory responses covered first quarter capital plans, but those
responses were not delivered until late in that quarter. Second, now that the regulatory reporting
mechanisms for data collection are in place, we will be able to begin the analysis earlier, thereby

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providing more time to both firms and supervisors to run the stress tests. Incidentally, because
these reports will be filed quarterly, our supervisors will be able to monitor more effectively how
firms are performing relative to their projected baselines. This, in turn, will enable us to require
resubmissions of capital plans in a more timely way, should conditions change materially at an
individual firm or more broadly in the industry.
One issue that we will be considering at some length is the nature of communications
between supervisors and firms during the duration of the stress test and CCAR. Some of the
practical concerns about communication can be fairly easily addressed, such as by continuing to
improve the timeliness of answering technical questions and generally having more coordinated
communication with the firms throughout the process.
Other concerns will require more extensive thought. I think it fair to say, for example,
that many firms were frustrated by the limitations on how much supervisors would communicate
about modeling assumptions and other information relevant to capital planning decisions. Here,
there is some tension between the desirability of providing more information to firms and the
importance of not turning capital planning into a mechanical compliance exercise, in which firms
simply run the Federal Reserve model, instead of developing and enhancing their own riskmanagement and capital planning capacities. We do not want to encourage a world in which
everyone simply applies the same risk-management model, rather than engages in the important
and multidimensional process of evaluating and modeling risk. But there should be ways to
provide some further explanation of our modeling approach without leading to this outcome,
particularly in the aftermath -- rather than in the middle -- of the supervisory exercise itself.
As a first step along these lines, we hope the symposium and other channels for
discussing good modeling practices will reduce the “black box” feeling of some of the firms. Of

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course, good modeling -- whether at a firm or at the Federal Reserve -- should be adapted to take
advantage of improved data and advances in risk management. It would not be desirable to fix
upon a model and continue to use it even as it becomes stale and, thus, potentially misleading.
In this regard, I note that the Dodd-Frank stress testing regime that we will implement
requires that the bank holding companies themselves disclose the results of their own stress tests.
This will be a valuable augmentation of the transparency around stress testing, providing markets
and stakeholders with more information about the risk-management practices of bank holding
companies and creating points of comparison with the Federal Reserve’s stress testing. More
generally, there will be a good deal of continuity as we implement the stress testing requirements
of the Dodd-Frank Act. But the statute requires some additional elements, such as using three,
rather than two, scenarios. We are currently accepting public comment on our proposed
regulation implementing this part of Dodd-Frank.
Conclusion
Stress testing and regular capital review exercises have already become key components
of our supervisory program for large bank holding companies. Indeed, as I suggested earlier,
they are critical for ensuring that the increased resilience of the financial system envisioned in
the post-crisis strengthening of capital requirements is realized. Furthermore, just as these
supervisory instruments aim for dynamic assessment of capital needs, so they will remain
dynamic, adapting in response to our experience, economic and financial conditions, and
advancements in risk measurement.
Having offered an encomium to these tools, let me end by making clear that a one-sizefits-all approach is no more appropriate here than in most other areas of prudential supervision.
While forward-looking assessment is important for capital planning in all banking organizations,

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the specific, sophisticated character of the kind of stress test we ran this year is surely neither
necessary nor suitable for smaller banking organizations. For firms with more than $10 billion
but less than $50 billion in total consolidated assets, the nature of any stress testing requirements
will be quite different from that used in the CCAR. For banks with assets of $10 billion or less, I
would not expect any kind of supervisory stress testing requirements.