unveiling the results of the first comprehensive study on ... · investments: investor behavior and...
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Welcome
SFI Evening Seminar—2 July 2015, SIX ConventionPoint,
Zurich
Unveiling the Results of the First
Comprehensive Study on Structured Products
in Switzerland
SFI Evening Seminar July 2015: 2
Governance
Authors of the study
• Dietmar Maringer, Full Professor, University of Basel.
• Walter Pohl, Researcher—quantitative business administration, University of Zurich.
• Paolo Vanini, Head of Knowledge Transfer, Swiss Finance Institute; Head of Structured
Products, Zürcher Kantonalbank.
Is this acceptable governance for the study?
• No bias in the time period under consideration for the performance study. The start of the
study period coincides with the onset of the most recent global financial crisis, of 2008,
and covers the entire crisis period.
• The analysis of costs is a delicate matter given the very definition of structured products.
Relying on purely academic authorship is likely to produce only low quality results. This
can be observed in many purely academic contributions of recent years.
• Almost impossible to write about realistic investments from a purely academic
perspective.
• The different backgrounds of the authors ensure a system of checks and balances.
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Agenda
• Context of the study and our presentation today
• SFI White Paper study results
• Questions & answers
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The first comprehensive, representative study of structured
products in Switzerland
Methodology
• Empirical investigation into the Swiss
market.
• Survey conducted among major issuers
to estimate risk management costs.
Sample
• 20,000 and 7,275 products for the
performance and cost analyses,
respectively.
• Product types:
- Barrier reverse convertibles;
- Bonus certificates;
- Capital protection certificates;
- Discount certificates;
- Tracker certificates.
Performance
Investments
Costs
Transparency
Figure 1: Scope of the study.
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Performance (I)
Figure 2: Fractions of products with positive
returns.
Main insights
• 2012–2014: Some 80% of structured
products generated positive returns.
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Performance (II)
Figure 3: Median performance.
Main insights
• Median returns of between 5% and
15%.
• Best year:
- 2009; most medians were in the
range of 19% to 31%.
• Worst years:
- 2011 (European debt crisis) and
2008 saw large drops in equity
markets.
- These drops also affected
structured products, and they
too had negative medians.
• Capital protection products behave
in a similar way to bonds.
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Performance: Barrier reverse convertibles
Figure 4: Barrier reverse convertibles. Median (red line), 25%–75% quantile band (gray area), and
15%–85% quantiles (gray lines).
Main insights
• Return distribution widened in 2011 compared to 2008.
• Return versus risk.
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Costs: The problem (I)
Figure 5: The different fee and cost components of a structured product.
¹ IEV = issuer estimated value
Problems
• Costs are known best at the maturity of the products.
• Many components of the costs are not public.
• Risk management is, unlike production and distribution costs, a profit and loss
component of the product borne by the issuer. Price of the complexity and liquidity.
Net margin Production & distribution Risk management
Total expense ratio (TER)
Issuance price
(100%)
Fair price of components
(IEV)¹ (98.5%)
Theoretical (model)
price (97.5%)
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Costs: The problem (II)
Risk management
• Theoretical price = Price if all components
of the product (options, stock, funds, etc.)
are priced in a perfect, complete financial
market.
- No market frictions: bid-ask spreads;
- No uncertainty premium for changing
price-sensitive parameters: dividends,
volatilities, and correlations;
- No capital-at-risk charges;
- No gains from risk-free investments at
early redemptions;
- No risk costs for the leverage in some
products.
- Different issuer creditworthiness
means different funding spreads.
Figure 6: Historical 1-year correlation
AUD/CHF from Jan 2012 to Jan 2013
(Bloomberg).
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Costs: Risk management (I)
Economics
• Investor buys BRC on ABB with a 75% barrier,
coupon 5%, TtM 1y.
• Spot ABB CHF 20; barrier CHF 15.
Replication
• Investor: Long BRC = Long Bond + Short DIP.
• Trader = - Investor = Zahlungsversprechen.
Pricing
15
20 ABB stock
maturity
Zahlung Kunde 100%
Distribution 0.50%
TER 1.5% Produktion 0.50%
Nettomarge 0.50%
Funding Spread 0.15% Risiko-
management
0.75%
Vola Spread 0.20%
Dividenden
Spread 0.40%
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Costs: Risk management (II)
Figure 7: Implied volatility / moneyness
• Investor verkauft die Option, Händler kauft die Option.
• Händler bewertet die Option mit einem Spread von 20
bps, d.h. er zahlt dem Investor weniger, als die Option
zur Mitte wert ist.
• 2 Möglichkeiten
- Händler verkauft die Option direkt an ein anderes
Derivatehaus. Dies kostet den Händler 20 bps. P&L
Optionsgeschäft = 0.
- Händler behält die Option auf dem Buch und bewirtschaftet
die Risiken bis Verfall selber.
Bewirtschaftung durch Händler
• Lokaler P&L Aspekt.
• Globaler P&L Aspekt.
Lokaler P&L Aspekt
• Wert Option = Anzahl ABB Aktien + Andere Anlagen.
• Da: Wert Option heute ≠ Wert Option morgen.
• Händler muss die Anzahl Aktien von Tag zu Tag
ändern – Transaktionskosten.
• 20 bps decken in der Erwartung diese
Transaktionskosten über die Laufzeit decken.
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Costs: Risk management (III)
Globaler P&L Aspekt
• Für den Händler entsteht über die gesamte Laufzeit ein P&L aus dem Vergleich der
impliziten und den realisierten Volatilitäten.
• Der Vergleich wird entlang der gesamten Laufzeit aufsummiert. Das Resultat kann
positiv oder negativ sein.
• Händler benötigt deshalb eine View über die Entwicklung der Volatilitäten, d.h. die 20
bps berücksichtigen dies.
• Zudem müssen die 20 bps diese möglichen globalen Verluste decken.
Bemerkung: Es gibt noch weitere Faktoren, welche eine Rolle spielen.
Fazit
• Risikomanagement aus dem Zahlungsversprechen ist eine echte Leistung. Dies hat
auch Produktionskosten wie IT-Infrastruktur, etc.
• Händler steht im Zentrum, in guten wie in schlechten Zeiten.
• Kostentransparenz bei strukturierten Produkten ist definitiv ein komplexeres Thema
als bei der Produktion von iPhones.
• Frage der Materialität: Wie wichtig ist diese detaillierte Kostentransparenz? Es gibt
wichtigere Faktoren für den Anleger, welche verstanden werden sollten.
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Costs: The results
Table 1: TERs p.a. for the period April 2012 to April 2015 amounted to:
Tracker certificates versus funds:
• Tracker certificates face similar costs to ETFs.
• Core ETF costs are lower than those of tracker certificates.
• Active tracker certificates seem to have a price advantage over mutual funds.
Product type Number of products 25% quantile 50% quantile 75% quantile
Barrier reverse convertibles 5,477 0.81% 1.71% 2.64%
Bonus certificates 333 0.19% 0.98% 2.22%
Capital protection certificates 48 0.24% 0.58% 1.38%
Discount certificates 1,370 0.92% 1.39% 2.28%
Tracker certificates 47 0.11% 0.32% 0.62%
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Costs: The German Study
• Average expected issuer margin,
representative data set.
• It is a function of time; estimated
using linear regression starting
from a snap shot day.
• Risk management figures from
implied market values.
• Secondary market.
• Our view
- Primary market
- Customer view
Figure 8: Definition of costs.
Net margin Production & distribution Risk management
Total expense ratio (TER)
Net margin Production Distribution Risk 1 Risk 2
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Investments: Investor behavior and BRC case study (I)
Figure 9: Lowest value of the S&P500 for annual
3y investments (S&P).
Table 2: Barrier events of active BRCs, 2008–2014
(Derivative Partners AG).
¹ Less BRCs with barrier event in the previous year.
Main insights
• Swiss investors prefer to invest in barrier
reverse convertibles on stocks.
• Such investments occur more often when
markets are calm, which is remarkable.
• In turbulent markets investors in such
products receive a higher coupon and/or
can choose a lower barrier for the same
coupon than in normal markets.
• A 50% or lower barrier level would have
led to capital protection in most past
periods.
• A 70% or 80% barrier cannot be
considered to be appropriate for investors
that seek a stock-market-cycle-
independent investment.
Year Number of
active BRCs
Number of
active BRCs¹
Number of
barrier events
Percentage
2008 5,196 5,196 3,115 60%
2009 5,461 3,538 272 8%
2010 7,182 6,968 561 8%
2011 9,839 9,480 3,418 36%
2012 11,498 9,178 371 4%
2013 11,932 11,706 632 5%
2014 10,905 10,700 233 2%
SFI Evening Seminar July 2015: 16
Investments: Investor behavior and BRC case study (II)
Figure 10: Returns of tailor-made BRCs for the investors
who used a tailor-made structured-product platform of a
Swiss structured products issuer.
Main insights
• Average return: 7.7%.
• Products with a positive return: 97.9%.
• Poison pills.
Main insights (see figure on the left)
• Average return: 2.2%.
• Products with a positive return: 77%.
SFI Evening Seminar July 2015: 17
Investments: Opportunities and SNB and ECB Events (I)
• Events occurred. There is no need to hope that something will happen.
• Strong events often distort the markets.
• This simplifies the investment view: Do you believe that markets will return to their normal states?
• There is no need to bet whether markets will increase or decrease; only on whether they will return back to their normal states.
Advantage of events
• Need to be fit to invest; cold-blooded; rational.
Investors
• Need to have a short time-to-market, otherwise opportunities are gone.
• Need to carve out accurately the investment idea—it is all about alpha. Setup for structured products
Investment products
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Investments: Opportunities and SNB and ECB Events (II)
Opportunity 1
• SNB and ECB: Stronger CHF against
EUR, and QE boosts European stock
markets.
• Investment idea: Buy for 0.85 CHF a
high quality European stock portfolio
selected by the issuer's research unit.
• Product: Simple tracker certificate.
• Time-to-market: 2 days after the SNB’s
announcement.
• Risks: Strong corrections in European
stock markets.
Opportunity 2
• SNB: Negative performance on
deposits after costs for private clients
and before costs for corporate clients.
High volatility in equity markets.
• Investment idea: Invest in 3 diversified
stock indices (SMI, S&P500,
EUROSTOXX50) with a very low
barrier of, say, 40%. Coupon of 1% to
2% expected.
• Product: BRC (worst of).
• Time-to-market: 1 hour after the SNB’s
announcement.
• Risks: Although market risk is low, the
risk properties are not the same as for
a deposit.
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Investments: Opportunities and SNB and ECB Events (II)
Opportunity 3
• SNB: Almost all Swiss stocks suffered
heavy losses.
• Investment idea: There was no
distinction—on the part of market
participants—between Swiss firms
facing heavy exposure to CHF and
those facing weak exposure.
Overreaction is the market distortion.
• Product: Simple, static tracker
certificate on research-selected stocks.
• Time-to-market: 2 days after the SNB’s
announcement.
• Risks: Second correction in Swiss
equity markets.
Opportunity 4
• SNB: USD 1m rates at 0.2% in cash
markets. USD 1y rates via FX swap
with -0.75% CHF rate at 2.7%. Interest
rate basis is the market distortion.
• Investment idea: Exploit this difference
as a qualified investor with a USD
account.
• Product: FX swap.
• Time-to-market: Immediate.
• Risks: The opportunity does not
converge.
SFI Evening Seminar July 2015: 20
Investments: Opportunities and SNB and ECB Events (II)
Opportunity 5
• SNB: Negative interest rates YtM of bonds in CHF becomes negative sell.
• Investment idea: Product that is close to bonds—i.e., pays notional amount plus
coupon—with similar risk and a positive YtM.
• Product: Credit linked notes (CLN). Choice from CDS markets for debtors with positive
basis (=market distortion). CLN are:
- More liquid than bonds;
- Have the same debtor risk plus the issuer of CLN note risk;
- Enable investors to have a CHF exposure in a large corporate in Europe or the US
that has no CHF bond outstanding—CLN are a diversification tool for bond
portfolios;
- CLN follow a procedure well defined by the ISDA in cases of default. What happens
to your bond if it defaults?
• Time-to-market: Several days. Limited number of issuers.
• Risks: Irrationality when it comes to credit risk.
All 5 investment opportunities had a positive return year-to-date.
SFI Evening Seminar July 2015: 21
Fragen
Besten Dank für Ihre Aufmerksamkeit.
Fragen?