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Also in this issue:
Robert Goldstein,
Director of Client Services,
talks about Quantifi V10.3
Page 3
Interview with Joost Zuidberg,
The Currency Exchange Fund
Page 6
INSIGHTNEWSLETTER ISSUE 06 2012
COMPARING ALTERNATE
METHODS for
Calculating CVA Capital Charges under Basel III
02 | www.quantifisolutions.com
As the new global financial regulations are implemented, a clearer
picture is starting to emerge around what the new financial market
landscape will look like. Many institutions have been waiting for
clarity and managed tactically. Most of the larger banks currently
have a return on capital half of their historical norm and what is
expected by shareholders. I’m with those of the opinion that this
wait-and-see game is nearing a tipping point and many players
will have to solidify and choose their business model over the
coming year. This may be a painful period for many firms but in
the long term, institutions that make better decisions about how
and where they compete, focus on their competitive advantages,
and carefully manage capital will prosper.
This is an environment where firms will be motivated to find
ways to minimise the all-in cost of those parts of their analytics,
trading and risk infrastructure that do not contribute significantly
to their competitive advantage. Firms that manage this well will
have a competitive advantage given the large cost and growing
complexity of these systems.
Another challenge during this time is that market changes and
new regulatory requirements have made OTC valuation and
risk management significantly more complex. At the same time,
market liquidity has suffered in some segments and volatility
has increased. The net result is a significantly increased focus on
transparent, independent valuation and risk management. This
focus has been intensified, driven by a series of events like JP
Morgan’s CIO ‘Whale Trade’.
While challenging for the markets, this time creates huge
opportunities for innovation. New opportunities are being created
in areas of the market previously dominated by a few institutions.
Regional banks have an opportunity to grow and transform as
the global players face difficulties. Other financial institutions
also have the ability to compete in areas previously not possible.
Quantifi continues to respond to these challenges with rapid and
continued innovation as demonstrated by our most recent release,
Quantifi V10.3, which contains over 120 new features including
new support for commodities.
ROHAN DOUGLAS, Founder and CEO
MESSAGE
FROM
THE CEO
NEWS
Quantifi Expands to Commodity Derivatives
with Version 10.3, Bolsters Enterprise
Risk Performance
Responding to current market conditions
and client demand for additional asset
coverage, improved enterprise performance
and the latest innovations in counterparty
risk management Quantifi Version 10.3
(V10.3) delivers significant enhancements
across Quantifi’s entire product range,
“Commodity derivatives are an important
and growing asset class with over 10
trillion USD traded each month. This is an
asset class with significant valuation and
counterparty risk management challenges.
Support for commodities is just one of many
enhancements in this release that continues
a long track record of rapidly translating
research into solutions that directly address
our clients key business needs.”
Rohan Douglas, CEO of Quantifi
EVENTS
WBS Fixed Income Conference:
Quantifi Presentation ‘Optimising Capital
Charges and the Effects of Hedging under
Basel lll’
Vienna, 10th – 12th October
Quantifi and Capco, PRMIA Seminar:
Counterparty Risk and CVA
New York, 30th October
WBS Basel lll & Capital Requirements
Conference:
London, 29th – 30th November
RiskMinds:
Amsterdam, 3rd – 7th December
For more information, visit:
www.quantifisolutions.com/events.aspx
02 | www.quantifisolutions.com
www.quantifisolutions.com | 03www.quantifisolutions.com | 03
What was the motivation for Quantifi V10.3?
Our clients’ priority has been for us to support market
changes for example OIS/CSA discounting and
regulatory requirements including counterparty risk.
In response to current market conditions and client
demand, this release delivers significant enhancements
across Quantifi’s entire suite of products. V10.3 reflects
our ongoing commitment to improve performance and
benefit from the latest technology, enabling clients to
perform faster pricing and risk analysis within a highly
scalable, powerful and reliable infrastructure.
What client needs does V10.3 address?
This release has broader asset coverage that includes
support for commodities, including the most commonly
traded Energy, Agriculture and Metal derivatives and
expanded coverage of exotic equity derivatives. Clients
can now consolidate more positions into Quantifi and
take advantage of the models and flexible reporting
on a greater portion of their portfolio for a better
aggregate view of their risk.
Counterparty Risk presents many challenges to our
clients. We continuously hear the same questions: Is
there an easy way to determine the correlation between
market factors? How do we calculate the counterparty risk
for illiquid names? How can we hedge our counterparty
risk? Does your counterparty risk engine support OIS/
CSA discounting? Listening to our clients, V10.3 provides
functionality that addresses all of these questions. V10.3
allows clients to imply correlations from historical data
that includes dependencies between market factors and
the counterparty; i.e. wrong-way risk. For illiquid names,
Quantifi provides functionality to imply a credit spread
from external ratings, hazard rates, and probability of
default. Enhanced CVA sensitivity analysis allows for
better hedging tools. Support for OIS/CSA discounting
has been added to the counterparty risk engine to ensure
our clients receive the most accurate results.
New regulations such as Dodd Frank and Basel III are
making it more difficult for our clients to determine
trade profitability. V10.3 calculates the additional trading
costs due to funding value adjustments (FVA) and new
capital costs determined by risk weighted assets (RWA)
and counterparty volatility (CVA VaR). Furthermore, new
reports are provided to analyse trade profitability, making
it easy to identify the counterparty that makes a trade
most cost effective.
Performance is always a concern of our clients. With
larger portfolios and more complex products being
traded, there is a constant demand for faster models
to ensure risk managers have the results they need at
the start of their day and traders have access to intra-
day risk reports to make better trading decisions. This
release provides significant improvements to enterprise
risk performance and scalability allowing for millions of
trade valuations per second per processor, providing
more accurate valuation and more comprehensive risk
management without shortcuts.
Why has Quantifi decided to deliver support
for Commodities?
Commodity derivatives are an important and growing
asset class with over 10 trillion USD traded each month.
Support for commodities was a common request from
clients that want to leverage the Quantifi models and
reporting capabilities on their positions. This is an asset
class with significant valuation and counterparty risk
management challenges. Support for commodities
is just one of many enhancements in this release that
continues a long track record of rapidly translating
research into solutions that directly address our clients’
key business needs.
What other enhancements can we expect in V10.3?
•	 New models for Converts, Quanto hybrids & CLNs
•	 New two factor LMM tree model for callable bonds
•	 Enhancements to the FX Option model that
includes significantly expanded Vanna-Volga
pricing and calibration
•	 Counterparty Risk back testing, stress testing,
and CVA VaR analysis
•	 More intuitive CVA and index option pricer interfaces
•	 82% faster interest rate sensitivity calculations
•	 Extensive new pre-deal and what-if trade analysis
•	 Over 100 other individual enhancements and
additional features
Robert Goldstein, Director of Client Services, Quantifi,
talks about Quantifi V10.3, the latest version release of
its award-winning pricing and risk analytics software.
Q A&
INTRODUCTION
The global financial crisis brought counterparty credit
risk and CVA very much into the spotlight. The Basel III
proposals first published in December 2009 introduced
changes to the Basel II rules and the need for a new
capital charge against the volatility of CVA. This “CVA
VAR” capital charge was always likely to be punitive since
the Basel committee considered that it referenced two
thirds of counterparty risk related losses. However, there
are two ways for banks to compute CVA VAR, so-called
standardised and advanced methods, which depend on
their current regulatory approval with respect to other
aspects. Furthermore, there is the potential to reduce the
capital charges via eligible hedges. This paper aims to
explore the capital charges under the two regimes and
the capital relief that can be achieved.
CVA VOLITILITY
During the recent credit crisis, according to the Basel
committee, more bank counterparty risk losses resulted
from credit market volatility than from realised defaults.
CVA was part of a banks’ balance sheet due to ‘fair
value’ accounting rules and by some estimation around
two thirds of counterparty risk related losses were
coming from CVA volatility and only one third from
actual defaults. Resulting from this experience, the
revised Basel III document (BIS, June 2011) introduced
a special provision for capitalising for this type of loss
resulting from CVA volatility.
As in the case of Basel II, these new capital charges can
be calculated using either a simplified standardised
formula or an advanced method that requires calculating
the CVA VaR of the full portfolio using a Monte Carlo
model approved by regulators. The advanced method
is available to banks with IMM counterparty risk and
specific risk approval. As with IMM over CEM, it may be
expected that the advanced approach would be more
beneficial than the simpler standardised approach.
However, we will see that this is not necessarily the case.
Reflecting the fact that banks are actively hedging CVA
positions, Basel III recognises credit hedges (single
name CDS, Contingent CDS and CDS indexes) for
alleviating CVA volatility. However, the benefit of these
hedges differs between the standardised and advanced
approaches. Below we will analyse optimal hedges
which minimise capital charges for both methods.
STANDARDISED FORMULA
The standardised formula for the CVA capital charge
given in the BIS Basel III document is described in detail
in Quantifi’s latest whitepaper ‘Comparing Alternate
Methods for Calculating CVA Capital Charges under
Basel III’ – co-authored Quantifi and Jon Gregory.
We show there that in risk management terms, the
standardised formula has the interpretation as being
the 1-year 99% CVA VaR under normal distribution
assumptions for the portfolio of netting sets (with
individual hedges included) with additional index
hedges applied to the whole portfolio.
ADVANCED METHOD –
HISTORICAL CVA VAR CALCULATIONS
For the advanced method, Basel requires calculating
two 10-day 99% VaR’s of CVA changes: for the current
one-year period and for one-year stressed period
04 | www.quantifisolutions.com
COVER STORY
By ROHAN DOUGLAS and DR. DMITRY PUGACHEVSKY of Quantifi and
DR. JON GREGORY of Solum Financial Partners
COMPARING ALTERNATE
METHODS for
Calculating CVA Capital Charges under Basel III
defined as increasing credit spreads. The total capital
charge is their triple sum:
TEST RESULTS FOR A SIMPLE CASE:
SINGLE NETTING SET WITH NO HEDGES
We ran series of tests for this case. First we considered a
netting set consisting of a single trade: 100 million USD
receiver standard IR swap. To gain an understanding of
the maturity effect we considered 1yr, 2yr, 3yr, 5yr, 7yr,
10yr and 15yr at-the-money swaps.
We calculated capital charges resulting from the
Standardised method (CEM), the Standardised method
(IMM), and the Advanced method. Results for both
counterparties including the three methods of calculating
capital charges are given in the graph below.
-
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
0 5 10 15
Capital
Maturity
CVA VAR Capital Charge, Two Counterparties
CPY1, Stand - CEM
CPY1, Stand - IMM
CPY1, Advanced
CPY2, Stand - CEM
CPY2, Stand - IMM
CPY2, Advanced
Graph 1: CVA VaR capital charges for ATM swaps of different maturities
An interesting result can be seen for Counterparty
2 where the advanced capital charge is always
larger than standardised ones. The credit spread
of Counterparty 2 is three times than that of
Counterparty 1 and its lognormal volatility is
50% bigger. We would expect advanced charge
for Counterparty 2 to be 3-4 times than that of
Counterparty 1, but for the standardised charges the
only difference is in the weight which grows from 0.7%
to just 1%, i.e.an increase of just 43%.
Another interesting result is that the Standardised
CEM charge is almost always least punitive comparing
compared to the other two methods. The reason is
that so far we have considered ATM swaps, therefore
their MTM is 0, and for interest rates the max add-on
in CEM EAD calculation is only 1.5% of the notional (for
comparison, for equity products it is 10%)
RESULTS OF HEDGING FOR A
REAL PORTFOLIO
It has been noted that delta-neutral hedges are much
more beneficial when using the advanced method of
calculating CVA capital charges. In order to test how
hedges can alleviate capital charges in a realistic example
we set up a portfolio of trades with two counterparties
and calculated Standardised (IMM only for the fairest
comparison) and Advanced capital charges for a
combined portfolio, results are plotted in a graph below.
Graph 2: CVA capital charges for real portfolio, with and without hedges
It is evident that while the advanced and standardised
approaches produce very similar results in the case of
no hedges, applying a delta-neutral hedge, especially
a single name CDS, alleviates the capital charge much
more significantly when the advanced method is
used as opposed to the standardised one. Under the
advanced method the capital charge is reduced by
almost 70% compared to the standardised method.
Whilst the capital relief in the advanced approach is
unlikely to be perfectly aligned to the optimal CVA
hedge (mainly due to the use of stressed parameters to
calculate the EEPE), it is much better than in the case
of the standardised approach (where the alpha factor
alone would imply an over-hedge of 40.
CONCLUSION
We have compared the various methodologies for
calculating counterparty credit risk capital under Basel
regulations. We have shown that the difference in capital
between simple and more advanced approaches when
considering hedging can be significant. In the sample
portfolio the advanced method reduced the capital
charge by almost 70%. The difference between the two
methods, however, is not predictable and depends on
the portfolio in question. We have also compared the
implicit assumptions in the standardised and advanced
approaches for CVA VaR. Finally, we have illustrated the
capital relief achievable from CDS hedges and shown
that this is significantly misaligned. In particular, in the
standardised approach, the definition of exposure at
default and assumption of 50% correlation for index
hedges mean that a CVA desk will receive very limited
capital relief even when actively hedging their credit risk.
To request a copy of the complete whitepaper visit
http://quantifisolutions.com/whitepapers.aspx
www.quantifisolutions.com | 05www.quantifisolutions.com | 05
06 | www.quantifisolutions.com
Q: What is the history and background of
your company?
A: TCX was established by international financial
institutions in 2007, to facilitate long term local currency
lending in frontier markets. TCX acts as a swap
counterparty and risk sharing vehicle for its investors
and their clients, and typically swaps local currency
cash flow streams to hard currency. Since we operate in
currencies where there is no active market, by design
we cannot hedge our positions; instead we rely on
diversification of risks, a conservative capitalisation and
strict risk management practises to maintain and grow
our capital. Since 2007, the fund has closed USD1.5
billion in swaps notional in 47 frontier currencies. The
fund currently has USD660m in capital provided by 23
investors and is rated A- by S&P.
Q: What key challenges and/or opportunities does
the current environment bring to your business
and how do you intend to manage them?
A: As TCX expands its trading reach to the local frontier
market clients of our investors, we increasingly face new
risks beyond our market risk mandate, including sub-
investment grade counterparty credit risk, cross-border
liquidity risks and frontier market legal risk. We have
developed a customised margin trading platform to
support access to our capacity by these smaller frontier
markets clients. Separately, we are currently studying
the feasibility of establishing a dedicated fund which
would absorb counterparty credit risk of institutions in
emerging and frontier markets seeking to access global
derivative markets on competitive terms.
FEATURE
06 | www.quantifisolutions.com
”TCXisfirstandforemosta
riskmanagementvehiclefor
itsinvestorsand,assuch,risk
managementisatthecentre
ofeverythingwedo.“
Q: What are the challenges of dealing with
emerging market currencies?
A: Identifying appropriate benchmark interest rates,
constructing interest rate curves and pricing and
valuation of even vanilla products can be particularly
challenging in frontier markets in the face of a lack
of liquid benchmarks in primary, let alone secondary
markets. In the past 5 years we have developed a unique
skill in pricing derivatives in illiquid markets, including
the use of macro-economic forecasting models for
pricing in markets where there are no local capital
markets at all.
Interest rate differentials remain elevated after the
2008 crisis, creating a perception of high cost of local
currency funding relative to hard currency alternatives.
Borrowers in emerging markets tend to have short term
memories and underestimate currency risk and threat of
currency crisis on their business.
QUANTIFI INTERVIEW with
JOOST ZUIDBERG
Managing Director, The Currency Exchange Fund
www.quantifisolutions.com | 07
management focus and development mandate. As such,
we seek to maximise diversification in order to utilise
our capital as efficiently as possible on behalf of our
investors and clients whilst ensuring we have sufficient
capital to absorb those hopefully once in a lifetime
multiple sigma events.
”Ourinvestmentstyleis
uniqueinthatTCXdoesnot
pricebasedonaviewof
acurrency.“
Q: What is your approach to risk management
and what measures do you have in place?
A: TCX is first and foremost a risk management vehicle
for its investors and, as such, risk management is at
the centre of everything we do. The fund has a strict
risk charter and operational guidelines, and operates
with an independent risk manager, Cardano Risk
Management, reporting directly to the supervisory
board of the fund. Our strong governance and control
framework has been critical to ensuring the fund’s
success to date.
Q: Looking ahead, what market developments
do you anticipate and how would you characterise
your investment style?
A: As a development fund owned by the world’s
pre-eminent development finance institutions, we are
closely following the G20 reforms on OTC derivatives
and the potential unintended consequences on
emerging and frontier capital market development
agendas. Derivative users in these markets often have
limited and expensive access to hard currency and
thus the expected increased demand for high-quality
collateral going forward may effectively lock these
entities out of the market. We believe this will become
a very pertinent issue in emerging markets as derivative
dealers will have limited ability to trade without
collateral, and will have limited appetite for the illiquid
assets that are available in frontier markets for collateral.
t style is unique in that TCX does not price based
on a view of a currency. Instead we aim to identify
appropriate benchmark interest rates and adjust
them for distortions. If this is done correctly the open
currency risk taken by the fund should be compensated
by the diversified carry in the portfolio in the long-
run. The fund is not primarily profit driven given its risk
www.quantifisolutions.com | 07
© Quantifi Inc. All rights reserved. Quantifi, Quantifi Risk, Quantifi XL, Quantifi Toolkit, Quantifi Counterparty Risk, Quantifi CVA are trademarks of Quantifi Inc.
ABOUT QUANTIFI
Quantifi is a leading provider of analytics and risk management software for the Global OTC Markets. Our suite of
integrated pre and post-trade solutions allow market participants to better value, trade and risk manage their exposures
and respond more effectively to changing market conditions.
Founded in 2002, Quantifi is trusted by the world’s most sophisticated financial institutions including five of the six largest
global banks, two of the three largest asset managers, leading hedge funds, insurance companies, pension funds and other
financial institutions across 15 countries.
Renowned for our client focus, depth of experience and commitment to innovation, Quantifi is consistently first-to-market
with intuitive, award-winning solutions.
enquire@quantifisolutions.com | www.quantifisolutions.com
Europe: +44 (0) 20 7397 8788 • North America: +1 (212) 784 6815 • Asia Pacific: +61 (02) 9221 0133
Quantifi recently achieved one
of the industry’s highest
accolades having won ‘Risk
Management Technology Product of the Year’
in Risk Magazine’s 2012 Risk Awards.
According to Risk Magazine (Risk, January 10,
2012):Quantifi was among the first technology
suppliers to support OIS discounting, credit
value adjustment (CVA) – and the latter’s more
controversial twin, debit value adjustment (DVA).
Quantifi cemented its reputation for accurate pricing
with its initial credit pricing library in 2006, and has
maintained the quality while branching out across
other asset classes such as interest rates and foreign
exchange. Its technology is relatively light and slots
into a bank’s infrastructure quickly. Quantifi clients
praise the company’s balance of business and
technological expertise. While a number of banks
have implemented Quantifi Risk on an enterprise
level, it also offers a cost-effective option for
individual business units or smaller institutions.
“We are delighted that Quantifi Risk continues
to receive a high level of industry recognition.
This award means a great deal to us, especially
considering our size compared to other firms
operating in our space,” comments Rohan Douglas,
CEO of Quantifi. “With a significant commitment
to research and development, combined with close
collaboration with our clients, Quantifi consistently
leads the industry with innovative solutions.
Winning this award from one of the premier
publications in risk management is testimony to
this on-going commitment.”
Risk Management
Technology Award
Videos
Whitepapers
The Evolution of Counterparty Risk in the
German Banking Industry
Quantifi  PRMIA teamed up in Frankfurt to present an
interactive seminar on Counterparty Risk  CVA:
•	Challenges  best practices in setting up a CVA process
•	Regulatory priorities and counterparty risk
•	How area banks hedging CVA now and in the future
•	Calculation, attribution and mitigation of risk costs
Follow us on:    @ Quantifi
• Comparing Alternate Methods 	
for Calculating CVA Capital 	
Charges under Basel lll
•	OIS and CSA Discounting
•	How the Credit Crisis Has
Changed Counterparty Risk Management
•	Challenges in Implementing Counterparty Risk
Management Process
Request a copy: enquire@quantifisolutions.com
View seminar videos:
http://quantifisolutions.com/videos.aspx
Counterparty Credit Risk
and Credit Value
AdjustmentBY JON GREGORY
The Latest Basel lll Calculations
Provided by Quantifi

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Quantifi newsletter Insight autumn 2012

  • 1. Also in this issue: Robert Goldstein, Director of Client Services, talks about Quantifi V10.3 Page 3 Interview with Joost Zuidberg, The Currency Exchange Fund Page 6 INSIGHTNEWSLETTER ISSUE 06 2012 COMPARING ALTERNATE METHODS for Calculating CVA Capital Charges under Basel III
  • 2. 02 | www.quantifisolutions.com As the new global financial regulations are implemented, a clearer picture is starting to emerge around what the new financial market landscape will look like. Many institutions have been waiting for clarity and managed tactically. Most of the larger banks currently have a return on capital half of their historical norm and what is expected by shareholders. I’m with those of the opinion that this wait-and-see game is nearing a tipping point and many players will have to solidify and choose their business model over the coming year. This may be a painful period for many firms but in the long term, institutions that make better decisions about how and where they compete, focus on their competitive advantages, and carefully manage capital will prosper. This is an environment where firms will be motivated to find ways to minimise the all-in cost of those parts of their analytics, trading and risk infrastructure that do not contribute significantly to their competitive advantage. Firms that manage this well will have a competitive advantage given the large cost and growing complexity of these systems. Another challenge during this time is that market changes and new regulatory requirements have made OTC valuation and risk management significantly more complex. At the same time, market liquidity has suffered in some segments and volatility has increased. The net result is a significantly increased focus on transparent, independent valuation and risk management. This focus has been intensified, driven by a series of events like JP Morgan’s CIO ‘Whale Trade’. While challenging for the markets, this time creates huge opportunities for innovation. New opportunities are being created in areas of the market previously dominated by a few institutions. Regional banks have an opportunity to grow and transform as the global players face difficulties. Other financial institutions also have the ability to compete in areas previously not possible. Quantifi continues to respond to these challenges with rapid and continued innovation as demonstrated by our most recent release, Quantifi V10.3, which contains over 120 new features including new support for commodities. ROHAN DOUGLAS, Founder and CEO MESSAGE FROM THE CEO NEWS Quantifi Expands to Commodity Derivatives with Version 10.3, Bolsters Enterprise Risk Performance Responding to current market conditions and client demand for additional asset coverage, improved enterprise performance and the latest innovations in counterparty risk management Quantifi Version 10.3 (V10.3) delivers significant enhancements across Quantifi’s entire product range, “Commodity derivatives are an important and growing asset class with over 10 trillion USD traded each month. This is an asset class with significant valuation and counterparty risk management challenges. Support for commodities is just one of many enhancements in this release that continues a long track record of rapidly translating research into solutions that directly address our clients key business needs.” Rohan Douglas, CEO of Quantifi EVENTS WBS Fixed Income Conference: Quantifi Presentation ‘Optimising Capital Charges and the Effects of Hedging under Basel lll’ Vienna, 10th – 12th October Quantifi and Capco, PRMIA Seminar: Counterparty Risk and CVA New York, 30th October WBS Basel lll & Capital Requirements Conference: London, 29th – 30th November RiskMinds: Amsterdam, 3rd – 7th December For more information, visit: www.quantifisolutions.com/events.aspx 02 | www.quantifisolutions.com
  • 3. www.quantifisolutions.com | 03www.quantifisolutions.com | 03 What was the motivation for Quantifi V10.3? Our clients’ priority has been for us to support market changes for example OIS/CSA discounting and regulatory requirements including counterparty risk. In response to current market conditions and client demand, this release delivers significant enhancements across Quantifi’s entire suite of products. V10.3 reflects our ongoing commitment to improve performance and benefit from the latest technology, enabling clients to perform faster pricing and risk analysis within a highly scalable, powerful and reliable infrastructure. What client needs does V10.3 address? This release has broader asset coverage that includes support for commodities, including the most commonly traded Energy, Agriculture and Metal derivatives and expanded coverage of exotic equity derivatives. Clients can now consolidate more positions into Quantifi and take advantage of the models and flexible reporting on a greater portion of their portfolio for a better aggregate view of their risk. Counterparty Risk presents many challenges to our clients. We continuously hear the same questions: Is there an easy way to determine the correlation between market factors? How do we calculate the counterparty risk for illiquid names? How can we hedge our counterparty risk? Does your counterparty risk engine support OIS/ CSA discounting? Listening to our clients, V10.3 provides functionality that addresses all of these questions. V10.3 allows clients to imply correlations from historical data that includes dependencies between market factors and the counterparty; i.e. wrong-way risk. For illiquid names, Quantifi provides functionality to imply a credit spread from external ratings, hazard rates, and probability of default. Enhanced CVA sensitivity analysis allows for better hedging tools. Support for OIS/CSA discounting has been added to the counterparty risk engine to ensure our clients receive the most accurate results. New regulations such as Dodd Frank and Basel III are making it more difficult for our clients to determine trade profitability. V10.3 calculates the additional trading costs due to funding value adjustments (FVA) and new capital costs determined by risk weighted assets (RWA) and counterparty volatility (CVA VaR). Furthermore, new reports are provided to analyse trade profitability, making it easy to identify the counterparty that makes a trade most cost effective. Performance is always a concern of our clients. With larger portfolios and more complex products being traded, there is a constant demand for faster models to ensure risk managers have the results they need at the start of their day and traders have access to intra- day risk reports to make better trading decisions. This release provides significant improvements to enterprise risk performance and scalability allowing for millions of trade valuations per second per processor, providing more accurate valuation and more comprehensive risk management without shortcuts. Why has Quantifi decided to deliver support for Commodities? Commodity derivatives are an important and growing asset class with over 10 trillion USD traded each month. Support for commodities was a common request from clients that want to leverage the Quantifi models and reporting capabilities on their positions. This is an asset class with significant valuation and counterparty risk management challenges. Support for commodities is just one of many enhancements in this release that continues a long track record of rapidly translating research into solutions that directly address our clients’ key business needs. What other enhancements can we expect in V10.3? • New models for Converts, Quanto hybrids & CLNs • New two factor LMM tree model for callable bonds • Enhancements to the FX Option model that includes significantly expanded Vanna-Volga pricing and calibration • Counterparty Risk back testing, stress testing, and CVA VaR analysis • More intuitive CVA and index option pricer interfaces • 82% faster interest rate sensitivity calculations • Extensive new pre-deal and what-if trade analysis • Over 100 other individual enhancements and additional features Robert Goldstein, Director of Client Services, Quantifi, talks about Quantifi V10.3, the latest version release of its award-winning pricing and risk analytics software. Q A&
  • 4. INTRODUCTION The global financial crisis brought counterparty credit risk and CVA very much into the spotlight. The Basel III proposals first published in December 2009 introduced changes to the Basel II rules and the need for a new capital charge against the volatility of CVA. This “CVA VAR” capital charge was always likely to be punitive since the Basel committee considered that it referenced two thirds of counterparty risk related losses. However, there are two ways for banks to compute CVA VAR, so-called standardised and advanced methods, which depend on their current regulatory approval with respect to other aspects. Furthermore, there is the potential to reduce the capital charges via eligible hedges. This paper aims to explore the capital charges under the two regimes and the capital relief that can be achieved. CVA VOLITILITY During the recent credit crisis, according to the Basel committee, more bank counterparty risk losses resulted from credit market volatility than from realised defaults. CVA was part of a banks’ balance sheet due to ‘fair value’ accounting rules and by some estimation around two thirds of counterparty risk related losses were coming from CVA volatility and only one third from actual defaults. Resulting from this experience, the revised Basel III document (BIS, June 2011) introduced a special provision for capitalising for this type of loss resulting from CVA volatility. As in the case of Basel II, these new capital charges can be calculated using either a simplified standardised formula or an advanced method that requires calculating the CVA VaR of the full portfolio using a Monte Carlo model approved by regulators. The advanced method is available to banks with IMM counterparty risk and specific risk approval. As with IMM over CEM, it may be expected that the advanced approach would be more beneficial than the simpler standardised approach. However, we will see that this is not necessarily the case. Reflecting the fact that banks are actively hedging CVA positions, Basel III recognises credit hedges (single name CDS, Contingent CDS and CDS indexes) for alleviating CVA volatility. However, the benefit of these hedges differs between the standardised and advanced approaches. Below we will analyse optimal hedges which minimise capital charges for both methods. STANDARDISED FORMULA The standardised formula for the CVA capital charge given in the BIS Basel III document is described in detail in Quantifi’s latest whitepaper ‘Comparing Alternate Methods for Calculating CVA Capital Charges under Basel III’ – co-authored Quantifi and Jon Gregory. We show there that in risk management terms, the standardised formula has the interpretation as being the 1-year 99% CVA VaR under normal distribution assumptions for the portfolio of netting sets (with individual hedges included) with additional index hedges applied to the whole portfolio. ADVANCED METHOD – HISTORICAL CVA VAR CALCULATIONS For the advanced method, Basel requires calculating two 10-day 99% VaR’s of CVA changes: for the current one-year period and for one-year stressed period 04 | www.quantifisolutions.com COVER STORY By ROHAN DOUGLAS and DR. DMITRY PUGACHEVSKY of Quantifi and DR. JON GREGORY of Solum Financial Partners COMPARING ALTERNATE METHODS for Calculating CVA Capital Charges under Basel III
  • 5. defined as increasing credit spreads. The total capital charge is their triple sum: TEST RESULTS FOR A SIMPLE CASE: SINGLE NETTING SET WITH NO HEDGES We ran series of tests for this case. First we considered a netting set consisting of a single trade: 100 million USD receiver standard IR swap. To gain an understanding of the maturity effect we considered 1yr, 2yr, 3yr, 5yr, 7yr, 10yr and 15yr at-the-money swaps. We calculated capital charges resulting from the Standardised method (CEM), the Standardised method (IMM), and the Advanced method. Results for both counterparties including the three methods of calculating capital charges are given in the graph below. - 200,000 400,000 600,000 800,000 1,000,000 1,200,000 1,400,000 1,600,000 1,800,000 0 5 10 15 Capital Maturity CVA VAR Capital Charge, Two Counterparties CPY1, Stand - CEM CPY1, Stand - IMM CPY1, Advanced CPY2, Stand - CEM CPY2, Stand - IMM CPY2, Advanced Graph 1: CVA VaR capital charges for ATM swaps of different maturities An interesting result can be seen for Counterparty 2 where the advanced capital charge is always larger than standardised ones. The credit spread of Counterparty 2 is three times than that of Counterparty 1 and its lognormal volatility is 50% bigger. We would expect advanced charge for Counterparty 2 to be 3-4 times than that of Counterparty 1, but for the standardised charges the only difference is in the weight which grows from 0.7% to just 1%, i.e.an increase of just 43%. Another interesting result is that the Standardised CEM charge is almost always least punitive comparing compared to the other two methods. The reason is that so far we have considered ATM swaps, therefore their MTM is 0, and for interest rates the max add-on in CEM EAD calculation is only 1.5% of the notional (for comparison, for equity products it is 10%) RESULTS OF HEDGING FOR A REAL PORTFOLIO It has been noted that delta-neutral hedges are much more beneficial when using the advanced method of calculating CVA capital charges. In order to test how hedges can alleviate capital charges in a realistic example we set up a portfolio of trades with two counterparties and calculated Standardised (IMM only for the fairest comparison) and Advanced capital charges for a combined portfolio, results are plotted in a graph below. Graph 2: CVA capital charges for real portfolio, with and without hedges It is evident that while the advanced and standardised approaches produce very similar results in the case of no hedges, applying a delta-neutral hedge, especially a single name CDS, alleviates the capital charge much more significantly when the advanced method is used as opposed to the standardised one. Under the advanced method the capital charge is reduced by almost 70% compared to the standardised method. Whilst the capital relief in the advanced approach is unlikely to be perfectly aligned to the optimal CVA hedge (mainly due to the use of stressed parameters to calculate the EEPE), it is much better than in the case of the standardised approach (where the alpha factor alone would imply an over-hedge of 40. CONCLUSION We have compared the various methodologies for calculating counterparty credit risk capital under Basel regulations. We have shown that the difference in capital between simple and more advanced approaches when considering hedging can be significant. In the sample portfolio the advanced method reduced the capital charge by almost 70%. The difference between the two methods, however, is not predictable and depends on the portfolio in question. We have also compared the implicit assumptions in the standardised and advanced approaches for CVA VaR. Finally, we have illustrated the capital relief achievable from CDS hedges and shown that this is significantly misaligned. In particular, in the standardised approach, the definition of exposure at default and assumption of 50% correlation for index hedges mean that a CVA desk will receive very limited capital relief even when actively hedging their credit risk. To request a copy of the complete whitepaper visit http://quantifisolutions.com/whitepapers.aspx www.quantifisolutions.com | 05www.quantifisolutions.com | 05
  • 6. 06 | www.quantifisolutions.com Q: What is the history and background of your company? A: TCX was established by international financial institutions in 2007, to facilitate long term local currency lending in frontier markets. TCX acts as a swap counterparty and risk sharing vehicle for its investors and their clients, and typically swaps local currency cash flow streams to hard currency. Since we operate in currencies where there is no active market, by design we cannot hedge our positions; instead we rely on diversification of risks, a conservative capitalisation and strict risk management practises to maintain and grow our capital. Since 2007, the fund has closed USD1.5 billion in swaps notional in 47 frontier currencies. The fund currently has USD660m in capital provided by 23 investors and is rated A- by S&P. Q: What key challenges and/or opportunities does the current environment bring to your business and how do you intend to manage them? A: As TCX expands its trading reach to the local frontier market clients of our investors, we increasingly face new risks beyond our market risk mandate, including sub- investment grade counterparty credit risk, cross-border liquidity risks and frontier market legal risk. We have developed a customised margin trading platform to support access to our capacity by these smaller frontier markets clients. Separately, we are currently studying the feasibility of establishing a dedicated fund which would absorb counterparty credit risk of institutions in emerging and frontier markets seeking to access global derivative markets on competitive terms. FEATURE 06 | www.quantifisolutions.com ”TCXisfirstandforemosta riskmanagementvehiclefor itsinvestorsand,assuch,risk managementisatthecentre ofeverythingwedo.“ Q: What are the challenges of dealing with emerging market currencies? A: Identifying appropriate benchmark interest rates, constructing interest rate curves and pricing and valuation of even vanilla products can be particularly challenging in frontier markets in the face of a lack of liquid benchmarks in primary, let alone secondary markets. In the past 5 years we have developed a unique skill in pricing derivatives in illiquid markets, including the use of macro-economic forecasting models for pricing in markets where there are no local capital markets at all. Interest rate differentials remain elevated after the 2008 crisis, creating a perception of high cost of local currency funding relative to hard currency alternatives. Borrowers in emerging markets tend to have short term memories and underestimate currency risk and threat of currency crisis on their business. QUANTIFI INTERVIEW with JOOST ZUIDBERG Managing Director, The Currency Exchange Fund
  • 7. www.quantifisolutions.com | 07 management focus and development mandate. As such, we seek to maximise diversification in order to utilise our capital as efficiently as possible on behalf of our investors and clients whilst ensuring we have sufficient capital to absorb those hopefully once in a lifetime multiple sigma events. ”Ourinvestmentstyleis uniqueinthatTCXdoesnot pricebasedonaviewof acurrency.“ Q: What is your approach to risk management and what measures do you have in place? A: TCX is first and foremost a risk management vehicle for its investors and, as such, risk management is at the centre of everything we do. The fund has a strict risk charter and operational guidelines, and operates with an independent risk manager, Cardano Risk Management, reporting directly to the supervisory board of the fund. Our strong governance and control framework has been critical to ensuring the fund’s success to date. Q: Looking ahead, what market developments do you anticipate and how would you characterise your investment style? A: As a development fund owned by the world’s pre-eminent development finance institutions, we are closely following the G20 reforms on OTC derivatives and the potential unintended consequences on emerging and frontier capital market development agendas. Derivative users in these markets often have limited and expensive access to hard currency and thus the expected increased demand for high-quality collateral going forward may effectively lock these entities out of the market. We believe this will become a very pertinent issue in emerging markets as derivative dealers will have limited ability to trade without collateral, and will have limited appetite for the illiquid assets that are available in frontier markets for collateral. t style is unique in that TCX does not price based on a view of a currency. Instead we aim to identify appropriate benchmark interest rates and adjust them for distortions. If this is done correctly the open currency risk taken by the fund should be compensated by the diversified carry in the portfolio in the long- run. The fund is not primarily profit driven given its risk www.quantifisolutions.com | 07
  • 8. © Quantifi Inc. All rights reserved. Quantifi, Quantifi Risk, Quantifi XL, Quantifi Toolkit, Quantifi Counterparty Risk, Quantifi CVA are trademarks of Quantifi Inc. ABOUT QUANTIFI Quantifi is a leading provider of analytics and risk management software for the Global OTC Markets. Our suite of integrated pre and post-trade solutions allow market participants to better value, trade and risk manage their exposures and respond more effectively to changing market conditions. Founded in 2002, Quantifi is trusted by the world’s most sophisticated financial institutions including five of the six largest global banks, two of the three largest asset managers, leading hedge funds, insurance companies, pension funds and other financial institutions across 15 countries. Renowned for our client focus, depth of experience and commitment to innovation, Quantifi is consistently first-to-market with intuitive, award-winning solutions. enquire@quantifisolutions.com | www.quantifisolutions.com Europe: +44 (0) 20 7397 8788 • North America: +1 (212) 784 6815 • Asia Pacific: +61 (02) 9221 0133 Quantifi recently achieved one of the industry’s highest accolades having won ‘Risk Management Technology Product of the Year’ in Risk Magazine’s 2012 Risk Awards. According to Risk Magazine (Risk, January 10, 2012):Quantifi was among the first technology suppliers to support OIS discounting, credit value adjustment (CVA) – and the latter’s more controversial twin, debit value adjustment (DVA). Quantifi cemented its reputation for accurate pricing with its initial credit pricing library in 2006, and has maintained the quality while branching out across other asset classes such as interest rates and foreign exchange. Its technology is relatively light and slots into a bank’s infrastructure quickly. Quantifi clients praise the company’s balance of business and technological expertise. While a number of banks have implemented Quantifi Risk on an enterprise level, it also offers a cost-effective option for individual business units or smaller institutions. “We are delighted that Quantifi Risk continues to receive a high level of industry recognition. This award means a great deal to us, especially considering our size compared to other firms operating in our space,” comments Rohan Douglas, CEO of Quantifi. “With a significant commitment to research and development, combined with close collaboration with our clients, Quantifi consistently leads the industry with innovative solutions. Winning this award from one of the premier publications in risk management is testimony to this on-going commitment.” Risk Management Technology Award Videos Whitepapers The Evolution of Counterparty Risk in the German Banking Industry Quantifi PRMIA teamed up in Frankfurt to present an interactive seminar on Counterparty Risk CVA: • Challenges best practices in setting up a CVA process • Regulatory priorities and counterparty risk • How area banks hedging CVA now and in the future • Calculation, attribution and mitigation of risk costs Follow us on:    @ Quantifi • Comparing Alternate Methods for Calculating CVA Capital Charges under Basel lll • OIS and CSA Discounting • How the Credit Crisis Has Changed Counterparty Risk Management • Challenges in Implementing Counterparty Risk Management Process Request a copy: enquire@quantifisolutions.com View seminar videos: http://quantifisolutions.com/videos.aspx Counterparty Credit Risk and Credit Value AdjustmentBY JON GREGORY The Latest Basel lll Calculations Provided by Quantifi