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62 JULY 2016 | WWW.STEP.ORG/JOURNAL
Quintin Rayer explores
how portfolio stress testing
can address trustees’
concerns about the impact
of extreme market events
on portfolios, and help
them meet fiduciary
responsibilities
KEY POINTS
WHAT IS THE ISSUE?
Extreme market moves can impact
portfolios, causing them to lose
value, which may not be captured
by conventional risk measures.
Diversification breakdown may mean
portfolio values are not protected.
WHAT DOES IT MEAN FOR ME?
Withguidance,youmaybeableto
determinetheimpactonyourportfolio
andarrangeforportfoliorestructuring
tolimitthedownside.
WHAT CAN I TAKE AWAY?
Protectingportfoliosfromadverse
consequencesofextremeeventsis
possible,and,intheprocess,youwill
havemadeanactivecontributionto
fulfillingyourfiduciaryduties.
eaningfully assessing portfolio
risks is never easy. Often,
conventional risk measures do not
fully capture all risks inherent in a
portfolio, particularly under difficult market
conditions. For these conditions, a trustee
(or other individual responsible for portfolio
oversight) may wish to consider stress testing a
portfolio against significant historical market
events, or against some invented scenario that
reflects their particular concerns.
Portfolio stress testing helps identify and
quantify risks within a portfolio and can
reassure a trustee as to how their portfolio
might respond to specific market outcomes
or other concerns.
Financialprofessionalsarelikelyawareof
thestresstestingregulatorshaveappliedto
banksandfinancialinstitutionstohelpidentify
howresilienttheirbalancesheetswouldbe
torenewedmarketcrisis.However,itmay
nothaveoccurredtothemthatconceptually
similarapproachescanbeappliedtotheir
ownportfolios.Inthisrespect,portfolio
stresstestingprovidesausefulmechanism
fortrusteestoworkwithassetmanagersto
ensuretheirportfoliosarebetterpositioned
toprotectagainstparticularmarketconcerns.
WHAT IS PORTFOLIO STRESS TESTING?
Portfolio managers associate a number of
activities with stress testing, such as looking
at the potential downside risk of portfolios,
or methods that help them estimate what
response might be expected under difficult
(stressed) conditions. Stress testing cannot
be guaranteed to identify actual impacts of
future events on a portfolio, but it is another
tool in the risk manager’s armoury. A stress
test should be designed to determine how
a portfolio might respond to adverse
developments, so that weak points can
be identified early and preventative action
taken. A typical focus is on key risk areas,
such as credit, market risk and liquidity.
One definition of stress testing regards it as:
•	 a method of the quantification of potential
future extreme, adverse outcomes in a
portfolio of financial instruments; and
•	 a palliative for the anxiety that is
experienced by managers with
significant risk exposures.1
This brings out some key aspects:
stress-test outcomes need to be quantified
in monetary terms, but the tests do not
provide statistical estimates of outcome
probabilities. The scenarios indicate potential
future outcomes under extreme conditions;
however, a scenario is not a stress test unless
the outcome is detrimental for the portfolio.
Scenarios that anticipate positive outcomes
are not stress tests.
Of course, stress testing only identifies
potential problems, it does not resolve them.
Thus, it may be palliative, since it can reassure
a trustee if no issues are detected, but leaves
unanswered questions as to those that have
been identified, or even as to whether the
M
Testing
times
062-063_STEP_OCT16.indd 62 16/09/2016 15:25
63WWW.STEP.ORG/JOURNAL | OCTOBER 2016
DR QUINTIN RAYERIS A
CHARTERED FELLOW OF
THE CISI,AND A CHARTERED
WEALTH MANAGER AT LYN
FINANCIAL SERVICES
Finally, algorithmic stress tests attempt to
systematically identify the worst outcome
within a defined envelope. Risk factors can
be ‘pushed’ in a direction that results in
portfolio losses. It can help identify sets
of changes in market risk factors that
would result in the greatest portfolio loss.
IMPLEMENTING PORTFOLIO
STRESS TESTING
Stress testing tends to be an ad hoc and
practical activity rather than a purely
theoretical exercise. Essentially, any
potential set of market events that might
keep one awake at night could be regarded
as the basis for a stress-test scenario.
Consequently, there will be efforts to
examine the impact the scenario would
have on the portfolio. Guidance may be
required on how to turn initial concerns
into a useful stress-test scenario, and
suitable definition may require experience
and judgment. Thereafter, implementation
of the stress test can become more
scientific. The selection of scenarios will
depend on various assumptions, generally
regarded as ‘unlikely but plausible’.3
The judgmental aspects of defining
stressed scenarios make involvement
of stakeholders (including trustees and
portfolio managers) essential. This will
likely be better achieved if stress testing
is undertaken regularly as an integral
part of portfolio oversight. The portfolio
manager’s input will also be invaluable in
helping to identify issues of concern, with
discussion around the appropriate severity
of a stressed scenario. Managers should not
see stress testing as an inconvenience, but
as a reassurance to trustees and others of
the quality of their investment decisions.
Stress testing may also be conducted
from a corporate social responsibility
perspective. By making investment
outcomes more robust, trustees and
beneficiaries should benefit, and
reputation should be enhanced.
Implementing stress-testing can be seen
as a four-step process:4
1. risk identification: historical events or
anticipated concerns;
1 B Schachter, ‘Stress testing’, The Professional Risk
Managers’ Handbook, Vol 3, C Alexander and E Sheedy eds,
PRMIA Publications (2004)
2 QG Rayer, ‘Dissecting portfolio stress-testing’, Review of
Financial Markets, Vol 7, the Chartered Institute for Securities
and Investments (2015), pages 2–7
3 M Crouhy, D Galai and R Mark, TheEssentialsofRisk
Management, 2nd edition, New York: McGraw-Hill
Education (2014)
4 Deloitte, ‘Risk management within AIFMD for private equity
and real estate funds’, 24 September 2014, available at
bit.ly/2cTirp6 [accessed 6 July 2015]
2. definition of stressed
scenarios: involvement
of stakeholders, trustees,
advisors and portfolio
managers; integration
within investment
decision making;
3. execution of stress-test
scenarios: derivation
of portfolio value; and
4. analysis of results:
commentary in
periodic reporting.
The definition of stress-test
scenarios cannot be regarded
as a ‘once and forever’ activity.
Existing scenarios should be
constantly reviewed, re-evaluated and
adjusted to maintain their usefulness,
with a policy established to review
stressed scenarios periodically to assist
in establishing good discipline and to
learn from experience.
Once the outcomes of stress tests are
known, trustees and portfolio managers
can consider the outcomes in the light
of stated trust and portfolio objectives.
In some cases, the stress test may reveal
that the identified scenario has little
impact. When this occurs, trustees have
reassurance that the event is perhaps a
lesser concern than they feared. On the
other hand, if the stress test suggests that
the portfolio may be adversely impacted
by the scenario to an unacceptable level,
discussions can follow as to how to
restructure and reposition the portfolio
to make it more resilient against the
possible events considered.
By including an ongoing programme
of stress testing in portfolio review and
oversight, with the scenarios, methods and
outcomes documented, it will be clear that
trustees are actively working to protect the
portfolio assets against more extreme
market events. Such a programme would
helpdemonstratethattrusteesareseriously
considering their fiduciary responsibilities.
selected stressed scenarios are
sufficient to identify all key
areas of portfolio weakness.
A CLASSIFICATION
A wide range of approaches can
be used for stress testing, and
the literature often uses various
terms rather loosely, making
a full classification difficult.
The classification shown in
the figure2
on this page gives an
idea and is helpful for framing
further discussion. Often,
historical events provide
a source of ideas; however,
practitioners are free to
imagine any damaging situation and
attempt to quantify its portfolio impact.
A key distinction is between historical
scenarios (historical re-enactments of
particular market events with defined start
and end dates) and artificial scenarios
(invented to capture a particular concern).
For example, in the run-up to the UK’s
Brexit vote, a scenario based on the impact
of currency devaluation could have been
considered, with market response being
based on historical events surrounding
previous currency devaluations; this would
be a historical scenario. However, if a
trustee had identified a whole range of
factors unique to Brexit that they wished to
explore, this would have to be an artificial
scenario, since Brexit has never occurred
before, and so there is no historical data to
base it on.
HISTORICAL v ARTIFICIAL
STRESS TESTING
Historical stress testing’s strength is
that assets actually behaved in the way
captured by the scenario, adding credibility.
Although, if markets have changed since
the historical scenario’s period (perhaps
because of regulation changes), such a
response may no longer be possible. Also,
historical events can be ‘messy’; numerous
knock-on effects and proxy shocks can
make it hard to isolate individual aspects
for application to the portfolio.
Artificial stress tests raise the question
as to whether the proposed scenario is
even possible; it can be difficult to make
such tests realistic. How can the designer
possibly include all responses, direct
and indirect, to portfolio assets? However,
artificial stress tests can attempt to include
the impact of changes (or anticipated
changes) on markets, perhaps due to
regulatory developments, new currencies
and so on. An artificial test can also isolate
specific portfolio concerns.
Hypothetical tests explore aspects like
the robustness of portfolio diversification
through the asset correlation matrix, look
at liquidity events, or shock specific risk
factors while neglecting correlation.
STRESSTESTING
HISTORICAL ARTIFICIAL
HISTORICALVaR
EVENTPERIODS
SENSITIVITY
LIQUIDITY
COVMATRIX
CREATEDEVENT
FACTORPUSH
MAXLOSS
HYPOTHETICAL ALGORITHMIC
STRESS-TESTING CLASSIFICATION
ISSUE FOCUS
INVESTMENT
PORTFOLIO STRESS TESTING
062-063_STEP_OCT16.indd 63 16/09/2016 15:24

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STEP Journal October 2016 – Quintin Rayer Vol 24 Issue 8 pps62-63

  • 1. 62 JULY 2016 | WWW.STEP.ORG/JOURNAL Quintin Rayer explores how portfolio stress testing can address trustees’ concerns about the impact of extreme market events on portfolios, and help them meet fiduciary responsibilities KEY POINTS WHAT IS THE ISSUE? Extreme market moves can impact portfolios, causing them to lose value, which may not be captured by conventional risk measures. Diversification breakdown may mean portfolio values are not protected. WHAT DOES IT MEAN FOR ME? Withguidance,youmaybeableto determinetheimpactonyourportfolio andarrangeforportfoliorestructuring tolimitthedownside. WHAT CAN I TAKE AWAY? Protectingportfoliosfromadverse consequencesofextremeeventsis possible,and,intheprocess,youwill havemadeanactivecontributionto fulfillingyourfiduciaryduties. eaningfully assessing portfolio risks is never easy. Often, conventional risk measures do not fully capture all risks inherent in a portfolio, particularly under difficult market conditions. For these conditions, a trustee (or other individual responsible for portfolio oversight) may wish to consider stress testing a portfolio against significant historical market events, or against some invented scenario that reflects their particular concerns. Portfolio stress testing helps identify and quantify risks within a portfolio and can reassure a trustee as to how their portfolio might respond to specific market outcomes or other concerns. Financialprofessionalsarelikelyawareof thestresstestingregulatorshaveappliedto banksandfinancialinstitutionstohelpidentify howresilienttheirbalancesheetswouldbe torenewedmarketcrisis.However,itmay nothaveoccurredtothemthatconceptually similarapproachescanbeappliedtotheir ownportfolios.Inthisrespect,portfolio stresstestingprovidesausefulmechanism fortrusteestoworkwithassetmanagersto ensuretheirportfoliosarebetterpositioned toprotectagainstparticularmarketconcerns. WHAT IS PORTFOLIO STRESS TESTING? Portfolio managers associate a number of activities with stress testing, such as looking at the potential downside risk of portfolios, or methods that help them estimate what response might be expected under difficult (stressed) conditions. Stress testing cannot be guaranteed to identify actual impacts of future events on a portfolio, but it is another tool in the risk manager’s armoury. A stress test should be designed to determine how a portfolio might respond to adverse developments, so that weak points can be identified early and preventative action taken. A typical focus is on key risk areas, such as credit, market risk and liquidity. One definition of stress testing regards it as: • a method of the quantification of potential future extreme, adverse outcomes in a portfolio of financial instruments; and • a palliative for the anxiety that is experienced by managers with significant risk exposures.1 This brings out some key aspects: stress-test outcomes need to be quantified in monetary terms, but the tests do not provide statistical estimates of outcome probabilities. The scenarios indicate potential future outcomes under extreme conditions; however, a scenario is not a stress test unless the outcome is detrimental for the portfolio. Scenarios that anticipate positive outcomes are not stress tests. Of course, stress testing only identifies potential problems, it does not resolve them. Thus, it may be palliative, since it can reassure a trustee if no issues are detected, but leaves unanswered questions as to those that have been identified, or even as to whether the M Testing times 062-063_STEP_OCT16.indd 62 16/09/2016 15:25
  • 2. 63WWW.STEP.ORG/JOURNAL | OCTOBER 2016 DR QUINTIN RAYERIS A CHARTERED FELLOW OF THE CISI,AND A CHARTERED WEALTH MANAGER AT LYN FINANCIAL SERVICES Finally, algorithmic stress tests attempt to systematically identify the worst outcome within a defined envelope. Risk factors can be ‘pushed’ in a direction that results in portfolio losses. It can help identify sets of changes in market risk factors that would result in the greatest portfolio loss. IMPLEMENTING PORTFOLIO STRESS TESTING Stress testing tends to be an ad hoc and practical activity rather than a purely theoretical exercise. Essentially, any potential set of market events that might keep one awake at night could be regarded as the basis for a stress-test scenario. Consequently, there will be efforts to examine the impact the scenario would have on the portfolio. Guidance may be required on how to turn initial concerns into a useful stress-test scenario, and suitable definition may require experience and judgment. Thereafter, implementation of the stress test can become more scientific. The selection of scenarios will depend on various assumptions, generally regarded as ‘unlikely but plausible’.3 The judgmental aspects of defining stressed scenarios make involvement of stakeholders (including trustees and portfolio managers) essential. This will likely be better achieved if stress testing is undertaken regularly as an integral part of portfolio oversight. The portfolio manager’s input will also be invaluable in helping to identify issues of concern, with discussion around the appropriate severity of a stressed scenario. Managers should not see stress testing as an inconvenience, but as a reassurance to trustees and others of the quality of their investment decisions. Stress testing may also be conducted from a corporate social responsibility perspective. By making investment outcomes more robust, trustees and beneficiaries should benefit, and reputation should be enhanced. Implementing stress-testing can be seen as a four-step process:4 1. risk identification: historical events or anticipated concerns; 1 B Schachter, ‘Stress testing’, The Professional Risk Managers’ Handbook, Vol 3, C Alexander and E Sheedy eds, PRMIA Publications (2004) 2 QG Rayer, ‘Dissecting portfolio stress-testing’, Review of Financial Markets, Vol 7, the Chartered Institute for Securities and Investments (2015), pages 2–7 3 M Crouhy, D Galai and R Mark, TheEssentialsofRisk Management, 2nd edition, New York: McGraw-Hill Education (2014) 4 Deloitte, ‘Risk management within AIFMD for private equity and real estate funds’, 24 September 2014, available at bit.ly/2cTirp6 [accessed 6 July 2015] 2. definition of stressed scenarios: involvement of stakeholders, trustees, advisors and portfolio managers; integration within investment decision making; 3. execution of stress-test scenarios: derivation of portfolio value; and 4. analysis of results: commentary in periodic reporting. The definition of stress-test scenarios cannot be regarded as a ‘once and forever’ activity. Existing scenarios should be constantly reviewed, re-evaluated and adjusted to maintain their usefulness, with a policy established to review stressed scenarios periodically to assist in establishing good discipline and to learn from experience. Once the outcomes of stress tests are known, trustees and portfolio managers can consider the outcomes in the light of stated trust and portfolio objectives. In some cases, the stress test may reveal that the identified scenario has little impact. When this occurs, trustees have reassurance that the event is perhaps a lesser concern than they feared. On the other hand, if the stress test suggests that the portfolio may be adversely impacted by the scenario to an unacceptable level, discussions can follow as to how to restructure and reposition the portfolio to make it more resilient against the possible events considered. By including an ongoing programme of stress testing in portfolio review and oversight, with the scenarios, methods and outcomes documented, it will be clear that trustees are actively working to protect the portfolio assets against more extreme market events. Such a programme would helpdemonstratethattrusteesareseriously considering their fiduciary responsibilities. selected stressed scenarios are sufficient to identify all key areas of portfolio weakness. A CLASSIFICATION A wide range of approaches can be used for stress testing, and the literature often uses various terms rather loosely, making a full classification difficult. The classification shown in the figure2 on this page gives an idea and is helpful for framing further discussion. Often, historical events provide a source of ideas; however, practitioners are free to imagine any damaging situation and attempt to quantify its portfolio impact. A key distinction is between historical scenarios (historical re-enactments of particular market events with defined start and end dates) and artificial scenarios (invented to capture a particular concern). For example, in the run-up to the UK’s Brexit vote, a scenario based on the impact of currency devaluation could have been considered, with market response being based on historical events surrounding previous currency devaluations; this would be a historical scenario. However, if a trustee had identified a whole range of factors unique to Brexit that they wished to explore, this would have to be an artificial scenario, since Brexit has never occurred before, and so there is no historical data to base it on. HISTORICAL v ARTIFICIAL STRESS TESTING Historical stress testing’s strength is that assets actually behaved in the way captured by the scenario, adding credibility. Although, if markets have changed since the historical scenario’s period (perhaps because of regulation changes), such a response may no longer be possible. Also, historical events can be ‘messy’; numerous knock-on effects and proxy shocks can make it hard to isolate individual aspects for application to the portfolio. Artificial stress tests raise the question as to whether the proposed scenario is even possible; it can be difficult to make such tests realistic. How can the designer possibly include all responses, direct and indirect, to portfolio assets? However, artificial stress tests can attempt to include the impact of changes (or anticipated changes) on markets, perhaps due to regulatory developments, new currencies and so on. An artificial test can also isolate specific portfolio concerns. Hypothetical tests explore aspects like the robustness of portfolio diversification through the asset correlation matrix, look at liquidity events, or shock specific risk factors while neglecting correlation. STRESSTESTING HISTORICAL ARTIFICIAL HISTORICALVaR EVENTPERIODS SENSITIVITY LIQUIDITY COVMATRIX CREATEDEVENT FACTORPUSH MAXLOSS HYPOTHETICAL ALGORITHMIC STRESS-TESTING CLASSIFICATION ISSUE FOCUS INVESTMENT PORTFOLIO STRESS TESTING 062-063_STEP_OCT16.indd 63 16/09/2016 15:24