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You're Welcome Planet Earth:
The Most Powerful Trading System Ever Publicly
Revealed
Harry Long
Copyright © 2013 Contrarian Industries LLC
All rights reserved.
This book does not constitute investment advice. Neither the author
nor the publisher of this book is a registered investment advisor.
Neither the author nor the publisher of this book shall be
responsible for any loss or profit or any other commercial damages,
including, but not limited to special, incidental, consequential, or
other damages. Due to the theoretical, mathematical, complex,
scientific, academic, and intellectually speculative nature of the
systematic methods and R&D shared, in no event will Contrarian
Industries LLC or the author be liable to the reader or any other
entities for any reason whatsoever, including but not limited to,
gross negligence and suitability. The reader should consult with his
or her registered investment advisor when contemplating any
investment or trading strategy.
HYPOTHETICAL PERFORMANCE RESULTS HAVE MANY
INHERENT LIMITATIONS, SOME OF WHICH ARE
DESCRIBED BELOW. NO REPRESENTATION IS BEING
MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO
ACHIEVE PROFITS OR LOSSES SIMILAR TO THOSE
SHOWN; IN FACT, THERE ARE FREQUENTLY SHARP
DIFFERENCES BETWEEN HYPOTHETICAL PERFORMANCE
RESULTS AND THE ACTUAL RESULTS SUBSEQUENTLY
ACHIEVED BY ANY PARTICULAR TRADING PROGRAM.
ONE OF THE LIMITATIONS OF HYPOTHETICAL
PERFORMANCE RESULTS IS THAT THEY ARE
GENERALLY PREPARED WITH THE BENEFIT OF
HINDSIGHT. IN ADDITION, HYPOTHETICAL TRADING
DOES NOT INVOLVE FINANCIAL RISK, AND NO
HYPOTHETICAL TRADING RECORD CAN COMPLETELY
ACCOUNT FOR THE IMPACT OF FINANCIAL RISK OF
ACTUAL TRADING. FOR EXAMPLE, THE ABILITY TO
WITHSTAND LOSSES OR TO ADHERE TO A PARTICULAR
TRADING PROGRAM IN SPITE OF TRADING LOSSES ARE
MATERIAL POINTS WHICH CAN ALSO ADVERSELY
AFFECT ACTUAL TRADING RESULTS. THERE ARE
NUMEROUS OTHER FACTORS RELATED TO THE
MARKETS IN GENERAL OR TO THE IMPLEMENTATION OF
ANY SPECIFIC TRADING PROGRAM WHICH CANNOT BE
FULLY ACCOUNTED FOR IN THE PREPARATION OF
HYPOTHETICAL PERFORMANCE RESULTS AND ALL
WHICH CAN ADVERSELY AFFECT TRADING RESULTS.
DEDICATION
To my father Sumner A. Long, the best man I have ever
known.
“Makes things as simple as possible, but not simpler.”
--Albert Einstein
CONTENTS
1 LEAVING BEHIND SOMETHING OF VALUE TO HUMANITY
2 FORGET STANDING ON THE SHOULDERS OF GIANTS, SOLVE THE
PERFECT PROBLEM LIKE A SPACE ALIEN
3 TRADING SYSTEMS ARE LIKE FACTORIES AND ENGINES
4 OPEN YOUR EYES AND REFRAME THE FAMILIAR
5 EVERYTHING IS RELATED, ESPECIALLY IN FINANCIAL MARKETS
6 THE TRADING SYSTEM AS A VIRTUAL INSURANCE COMPANY
7 THE SECRET IS HIDING IN PLAIN SIGHT—THE ANATOMY OF AN
INEFFICIENCY
8 PUSHING THE ENVELOPE WITH CONTINUOUS IMPROVEMENT--
EVEN RACE CARS NEED BRAKES
9 NOTHING LASTS FOREVER IN MARKETS, ESPECIALLY WHEN EVERYONE
KNOWS ABOUT IT
AN APPENDIX FOR MARKET PROFESSIONALS
1 LEAVING SOMETHING BEHIND OF VALUE TO
HUMANITY
I always knew that the people of Planet Earth would need
me one day. Seriously, I just knew. Since the age of
fourteen, I have dedicated my life to solving the
mysteries of the financial markets by creating the world's
best systematic investment strategies. I thought that my
biggest challenge would be to create such strategies. But I
was wrong. Years ago, the only real challenge was to
convince clients that such solutions actually existed--
that someone through sheer force of intellect and effort
could make groundbreaking, mathematical discoveries
about markets that are commonly ascribed to legends or
to thriller movies such as Pi. By the time you finish
reading this book, you will be forced to objectively agree
with me that I have succeeded--even if you do not enjoy
the manner in which I do it.
And unfortunately, the gentle reader will be confronted
with the harsh reality that financial markets are not about
events, intuition, judgement, artistry, economics,
fundamental analysis, thought, or anything resembling
normal human reasoning.
The cruel joke of the financial markets is that markets are
about pure math, plain and simple. And markets are not
even about data. Markets are about how humans respond
to data. Similarly, History, correctly studied, is not
actually about events. It is really about how humans
respond to events. This is a subtle but essential
distinction. Judged in that light, History is not actually
about events, but about how humans process information
about events. I have termed this The Information
Processing Theory of History.
For example, History teachers will fallaciously teach
students that following the assassination of Archduke
Ferdinand in 1914, Europe spontaneously burst into
WWI. Since 1914, many world leaders such as President
John F. Kennedy have been assassinated, but World War
never followed. There is something unique about how
Europeans in 1914 processed information that led to such
an outcome.
Once we accept this reality, a study of History can move
from a descriptive study in primitive story telling about
events to a more scientific enterprise in which we can
start making excellent predictions about the future from
cognitive information processing models of human
decision making. For example, many psychologists
would agree with the proposition that our deepest beliefs
govern our thoughts, our thoughts govern our actions, and
our actions lead to outcomes--but it all starts with our
beliefs about the nature of reality.
Of course, a scientific study of human information
processing leads to many unpleasant, but highly accurate
predictions. We can predict that Jews and Muslims in the
Middle East who effectively believe in "an eye for an
eye" as the guiding directive in international relations will
be at war indefinitely until that belief changes. We can
predict that nation states whose leadership believe in
mutually assured destruction (the secular,
institutionalized belief in "an eye for an eye") will
eventually engage in nuclear war. And we could have
predicted that Catholics and Protestants (who at least
theoretically recognize that they should forgive) would
eventually forge peace in Northern Ireland. In each case,
deeply held beliefs (even if they are implicit and
unspoken) govern the information processing and meta-
outcomes of the participants involved. And thus it goes in
financial markets and any other area of human endeavor.
By the end of this book, you will be forced to accept that
trading, like History, is at its core an information
processing endeavor to identify strong patterns in how
humans process information.
I also wrote this book, because I wanted to leave behind
something of value. Ideas are the only things that ever
last. My friends all impressed upon me that I am doing
something certifiably insane. No good investor or trader
has ever published truly original systematic strategies
which can compound at over thirty percent per year. It is
simply not done.
Invariably, strategies are published after they stop
working. Most traders write self-indulgent
autobiographies which are peppered with useless, banal,
commonly known, or generic advice. Often it is a tired
version of, "If only you could interpret financial
statement or charts like I can, you would divine the secret
of markets, because investing really is a high art form!".
The same could be said about most investment firms'
marketing materials and public pronouncements. What
total hogwash.
Correctly practiced, investment research and management
is a scientific endeavor with clear, objective rules
requiring zero interpretation which can be proven or
disproven using data. That's science. If an author,
portfolio manager, or investment firm does not adhere to
the discipline that authentic research consists of
developing objective rules which can be objectively
proven or disproven using data, run in the opposite
direction. Let them practice mentally lazy
witchcraft with their own money, not yours. Testing ideas
scientifically is not only real work, but it is also an ethical
responsibility.
Judged by that standard, most investment and trading
books are total scams when it comes to delivering high
value to the reader. This is my effort in writing the most
useful book on investing and trading ever written. And
the test is, can the strategy explicated herein outperform
anything else in the public domain?
2 FORGET STANDING ON THE SHOULDERS OF
GIANTS, SOLVE THE PERFECT PROBLEM LIKE A
SPACE ALIEN
If you want to be an amazing systematic trader, it is
essential to view yourself as an advanced life form from
another planet who was sent to Earth to observe and to
chronicle systematic human foibles. Quite literally, you
have to view people as unfortunate beings who make
constant logical and mathematical errors in judgement.
Your job is to exploit their systematic mistakes in how
they process information.
Lest you think this is too easy, remember that while it is
very fashionable for humans to constantly comment upon
how illogical, dumb, and predictable other humans are,
that most people are unable to profit from the
misjudgment, pettiness, and emotionalism they are
constantly confronted with. Unfortunately, most humans
only suffer from their fellow humans' stupidity, and with
grave consequences, ranging from the seriousness of war
and peace, to the horrors of genocide and starvation, to
the banality of infidelity.
To create a high performing systematic trading strategy,
one must actually find an error that humans make
constantly. In practice, this is actually quite difficult.
Humans make numerous errors constantly, but rarely do
they make the exact same error in the exact same way on
an almost daily basis in a manner which can be easily
quantified or exploited. And rarely is the error so large
and glaring that it can both provide ample profits and
simultaneously hide in plain sight and remain
undiscovered for years. Economic theorists commonly
refer to this as a massive market inefficiency. It's like the
Loch Ness Monster. Everyone talks about it, but no one
has really proven it exists (until now, my dear reader).
In order to find massive hiding-in-plain-sight market
inefficiencies, you have to think like a space alien and see
things for what they are in substance, rather than form.
And you have to stop unthinkingly accepting names and
appearances that other humans blindly accept.
For example, many humans are very impressed when
they walk on to the trading floor at a large hedge fund
and see bright, well dressed young people sitting in front
of rows upon rows of gleaming screens pulsating with
real-time market data. They marvel at the scope of the
information, news, and analysis being fed to the traders
and the seemingly scientific, high tech nature of the
undertaking. But in reality, an advanced life form from
another planet would be no more impressed with this than
with a group of cobblers in a guildhall of old, hammering
away at new shoes. Like the guild master with a ruler
who inspects the cobblers' shoes, periodically finding a
size error ("that size 8 you're working on, my dear boy, is
really only a 7.5!"), modern day risk managers step in
when losses go beyond proscribed limits (only in theory
of course, as we've seen in the last ten years) and ask the
cobbler, ahem I mean trader, to correct the problem. It
may look scientific, but most modern day investment or
trading enterprises are really no better than the cobblers
of old. They are not designed like modern industrial
concerns, they are just a bunch of glorified craftsmen at
long tables.
3 TRADING SYSTEMS ARE LIKE FACTORIES
AND ENGINES
An advanced life form would see the need to create order
out of this unscientific craftsmanship and to manufacture
trading profits as products would be manufactured in a
factory. As the great statistician W. Edwards Deming
taught the Japanese, in order to improve a manufacturing
system, we first must make the rules of the manufacturing
process explicit. Everything is a system, whether it is
explicit and the product of design, or implicit and the
product of circumstance.
Imagine if in the modern world, all products were made
by hand. Quality control would be a nightmare without
modern mass production. Everything would be
unnecessarily expensive, craftsmen would be overpaid,
and the products would be subpar. Superstition and
tradition, rather than science, would govern the day.
Sounds a lot like modern investment management, eh?
Another way to view a trading system is as an engine
where capital (or fuel) goes in one end, and profits (or
horsepower) come out the other end. By making
adjustments to the engine, we can increase its output of
horsepower. We are always trying to increase
performance and to reduce breakdowns. That's good
engineering. Unfortunately, that approach is very rare in
the investment and trading world.
4 OPEN YOUR EYES
AND REFRAME THE FAMILIAR
I often think of my mother. What strategy could I develop
which would crush the equity indices, have far less risk
than the S&P 500, be totally non-correlated, and only
take two instruments to implement so she could run it
herself if something happened to me? Sounds impossible,
eh? Not so. We are always most creative within the
boundaries of firm constraints, as Robert Mckee teaches
aspiring screenplay writers.
You need to look where no one else is looking, think like
a space alien, and reframe the familiar in novel terms.
And you need to have very little competition. Long's Law
is that long term profit margins in any industry tend
towards the inverse of the number of competitors in that
industry (i.e., two competitors would enjoy roughly 50%
profit margins over the long term, but that's another
book). Therefore, I need to look at a new and
unrigorously studied corner of the market which my older
competitors didn't grow up with and do not understand.
That leads us to the volatility market.
In the past few years, Exchange Traded Products (ETPs)
based upon the short term Vix futures indices (Vix ETPs)
have become tremendously popular. In theory, these
instruments increase in value when markets become more
volatile, and decrease in value when markets become less
volatile. In practice, these funds act almost as if they are
continuously traded Put options on the S&P 500, with the
associated time decay. The effect of contango in these
markets effectively resembles time decay, so that
Vix ETPs tend to lose value over long time periods.
Moreover, it is very well chronicled that these funds may
represent effective hedges during very short, discrete time
periods, but are very poor hedges over longer time
periods.
Interestingly enough, 30 year U.S. Government Bonds
(Long Bonds) tend to also behave like hedges for the
S&P 500, often moving inversely to the market,
especially in times of severe equity market stress. In
Chapter 2, I impressed upon the gentle reader that one
must think like a space alien and see things for what they
are in substance, rather than in form.
Synthetically, or in substance, we can view Long Bonds
as Put options on the S&P 500 as well. However, unlike
Vix ETPs, not only do Long Bonds hedge equities well in
discrete time periods of market stress, but they also tend
to retain more of their value over time than Vix ETPs.
And this is quite logical, since a Long Bond is an asset
which pays interest over time, whereas Vix ETPs, like
Put options, are almost like ice cubes with values that
melt away in one's hand if significant downside volatility
does not materialize.
So let's reframe the familiar like a space alien and stop
accepting names and descriptions that other humans
blindly accept. Both Long Bonds and Vix
ETPs effectively behave as Put options in relation to the
S&P 500. So let's think of them as such in their function,
if not their form.
5 EVERYTHING IS RELATED, ESPECIALLY IN
FINANCIAL MARKETS
Most humans are interested in trading things on their own
merits. They have predictions about Long Bonds, and
they trade Long Bonds accordingly. Or they have
predictions about future volatility, and trade
Vix ETPs accordingly. But advanced life forms also think
about instruments and markets in inter-relation to each
other.
It is difficult to think this way, especially in financial
markets where we have to be somewhat precise and
cannot fall back upon weed-fueled, new age, nebulous,
freshman-seminar-on-spirituality, unquantifiable notions
of inter-relation. But the potential benefit of studying
inter-relationships between markets is that we might find
an inefficiency that lasts for years. It may be logical for
individual markets to behave a certain way when traded
upon their own merits, but this behavior may be inter-
market inefficient when the meta-behavior of such
trading creates pricing discrepancies in how risk is priced
between totally different markets.
Therefore, we might syllogistically make the proposition
that if Vix ETPs are related to the S&P 500 and if Long
Bonds are also related to the S&P 500, that then Long
Bonds and Vix ETPs must also be inter-related to each
other.
6 THE TRADING SYSTEM AS A VIRTUAL
INSURANCE COMPANY
Simply put, Vix ETPs lose much of their value over time.
This makes them a very expensive form of insurance, or
equity hedge. Long Bonds retain more of their value over
time than Vix ETPs do. This makes Long Bonds a
cheaper form of insurance, or equity hedge.
An Economist might say that we can treat Long Bonds
and Vix ETFs as close substitutes for equity hedging.
And close substitutes should sell for similar prices. But in
this case, they most definitely do not. They sell for wildly
divergent prices. Illogically, the worse hedge is more
expensive, and the better hedge is cheaper!
Why not, like a shrewd insurance company, sell the more
expensive form of insurance, and buy the cheaper form of
insurance as reinsurance against catastrophe? Maybe we
could pocket the difference in how these two markets
price equity risk as a profit.
Literally, if the idea works, we will be running a virtual
insurance company for S&P 500 market risk. But we will
not have the overhead (or competition!) of a conventional
insurance company. Imagine an insurer that sells
insurance, then reinsures against catastrophe. Similarly,
we are selling expensive insurance by synthetically
shorting Vix ETPs, then reinsuring more cheaply by
purchasing ETFs which hold Long Bonds. But unlike
most insurers, our theory is that we can fully reinsure the
risk we have written by selling insurance which is usually
too expensive, and by buying reinsurance which is
usually too cheap.
Now like a proper manufacturer or engine maker, let's
move beyond a cool idea, or hypothesis, and explore
some objective, explicit, systematic rules that are testable.
No cobbling for us!
7 THE SECRET IS HIDING IN PLAIN SIGHT—THE
ANATOMY OF AN INEFFICIENCY
Let us first test the performance of shorting Vix ETPs and
buying Long Bonds ETFs. After brute force testing of
every combination, the best performance is obtained by a
system in which we:
Go Short VXX with 40% of the portfolio
Go Long TMF with 60% of the portfolio
Rebalance Weekly between VXX and TMF to
maintain the 40% / 60% ratio.
Note that TMF is a 3X levered Long Bond fund. The
instrument negates the need for margin leverage since the
leverage is inherent to the instrument itself.
Here is a graph of the equity curve of the strategy and the
system's performance statistics.
Fantastically, this strategy destroys the S&P 500 with a
CAGR of 49.5%, but with similar drawdowns, a higher
MAR ratio, and a higher Sharpe. This strategy is world
class. And it has a correlation of 0.10 to the S&P 500
over the entire time period. That is outstanding. Even
more impressively, the system outperforms the S&P 500
by over 30% per year!
Great strategies deserve names. I have named this
strategy Structural Arbitrage, because it arbitrages
structural differences in pricing equity risk between two
different markets, and reframes market structures in novel
synthetic terms.
8 PUSHING THE ENVELOPE WITH CONTINUOUS
IMPROVEMENT--EVEN RACE
CARS NEED BRAKES
Advanced research should increase the safety of a trading
system in order to create the highest return to risk, or
MAR ratio, over the long term. Even race cars need
excellent brakes. To negate the need for shorting an
instrument which may not be available to short, and to
reduce open-ended tail risk, one can go long the inverse
of VXX, which is XIV, while leaving the rest of the
strategy the same.
Performance is slightly lower. Amazingly, XIV is an
instrument which is short volatility, but you can only lose
what you put into the instrument! In other words, even
without TMF as a hedge, going long XIV is synthetically
like selling naked Puts, but without open-ended risk!
Inverse Vix ETPs are some of the only instruments that
Wall Street has ever created which have the profit
benefits of selling volatility naked, but without the open-
ended risk!
In addition, since Structural Arbitrage relies upon a
structural mispricing between how two different markets
price equity risk, it is important to remember that like any
other strategy, that it could stop working if the
inefficiency it exploits ceases to exist.
Therefore, we need to build a quantitative switch for the
system for turning it on and off. That way, we can stay in
the strategy when it is profitable, and exit the strategy
when it is not. I have some ideas for how to do this that
are the subject of an ongoing research effort. Until that
research is completed, I think a barbell strategy might
make sense, whereby the strategy is kept as a very small
part of a larger portfolio, to reduce correlation to equity
indices. But that is something for you and for your
investment advisor to decide upon together, if you decide
to use Structural Arbitrage at all.
9 NOTHING LASTS FOREVER IN MARKETS,
ESPECIALLY WHEN EVERYONE KNOWS ABOUT
IT
Remember Long's Law. Long term profit margins in any
industry tend towards the inverse of the number of
competitors in that industry. The same could be said of
investment strategies. Despite my trader's bravado and
tongue-in-cheek tone, I am extremely humble about the
prospect of any massive market inefficiency persisting for
a decade, especially after becoming widely publicized. Of
course, one does not need ten years of massive returns to
make a tidy fortune.
Previously, I pointed out that massive market
inefficiencies have the status of the Loch Ness Monster in
the Economic world. Everyone claims a sighting, but no
one has proof that it exists. Beyond a shadow of a doubt,
I have proven that a massive market inefficiency exists.
And it may continue, because it takes advantage of
structural inter-market relationships that persist because
these markets are being traded rationally on their own
terms. Arbitraging away this particular inefficiency might
require Vix and Long Bond markets to not trade
rationally on their own terms, which may be a a
disequilibrium position for markets. Hence this arbitrage
could persist.
However, the bigger picture is that massive and easy
profits tend to never last, especially in financial markets.
Hence, I estimate unscientifically that Structural
Arbitrage will make outsized returns for four more years,
at best. And for me? On to the next strategy. My clients
demand that we stay a thousand steps ahead.
Have I kept my word? Remember, the goal was to crush
the equity indices, take far less risk than the S&P 500, be
totally non-correlated, and use two instruments to
implement the system so that my mother could easily run
the strategy herself. I also promised that it would be the
most powerful trading system ever publicly disclosed.
Mission accomplished.
AN APPENDIX FOR MARKET PROFESSIONALS
Structural Arbitrage: A New Paradigm in Alpha
Generation
Structural Arbitrage is a new paradigm in alpha
generation created by Contrarian Industries LLC which
systematically exploits persistent macro arbitrage
opportunities between seemingly unrelated asset classes
to create uncorrelated, benchmark- beating, return
streams with highly efficient risk/return profiles.
Structural Arbitrate creates these uncorrelated return
streams by systematically arbitraging mispricings
between entire markets which represent mispriced
sources of hedging* and alpha generation.
For example, a massive structural arbitrage exists
between the 20 year + Treasury Bond market and the
S&P 500 Short Term Volatility Futures market. Indeed, if
we view both long bonds and Short Term Volatility
Futures as synthetic ways to insure systematic risk in the
U.S. equity market, we find that a 40/60 ratio between the
XIV and TMF instruments in a portfolio is an excellent
synthetic method of selling expensive insurance for S&P
500 Short Term volatility while simultaneously fully
reinsuring that risk more cheaply in the long bond
market. While we believe that the above ratio is optimal
for non-correlation and risk-return MAR objectives, a
higher proportion of TMF, or long bonds, could of course
create an arbitrage which is highly negatively correlated
to the S&P 500 and implicitly heavily long gamma.
This arbitrage persists, because while market participants
recognize that volatility and long bonds are both linked to
equity prices, they have not made the logical/syllogistic
leap that, therefore, volatility and long bond markets
should also be linked to each other. Simply put, if the
volatility market is linked to the equity market, and if the
long bond market is also linked to the equity market, then
therefore, the volatility market and the long bond market
must also be linked to each other. The persistent
difference between how these two markets synthetically
price equity risk is exceedingly glaring. We ascribe this
Structural Arbitrage’s persistence to the industry-wide
focus on incrementally improving tired, commoditized
arbitrage strategies which have existed for decades, rather
than a focus on innovation.
We are in essence synthetically arbitraging asset class
inter-market structures the way that other firms might
arbitrage multiple currency pairs or stock pairs and their
relationships intra-market. In the Structural Arbitrage
frame, we are in essence synthetically pairs trading
markets themselves. Since the volatility futures market
prices systematic equity risk more expensively and the
long bond market prices systematic equity risk more
cheaply, the difference in synthetically pricing equity risk
in these two markets represents a robust return stream
with excellent risk/reward characteristics. Simply put, a
long XIV position insures equity risk with an expensive
premium in the volatility market, so to speak, and a long
TMF position reinsures this same equity risk by paying a
cheaper premium in the long bond market. The ongoing
mispricings between these two synthetic premiums
represents this Structural Arbitrage strategy's profits.
Therefore, any entity putting on this arbitrage trade
implicitly becomes an insurer which insures systematic
equity risk dearly and then reinsures, or lays off, that risk
more cheaply.
Another, perhaps less precise, way of viewing a 40/60
XIV/TMF portfolio is as creating alpha generation by a
short gamma position, whose drawdown and tail risk can
be cheaply insured or hedged in the long duration U.S.
government bond market at a price which creates
substantial profits and risk control. Indeed, when a XIV
position is combined with a TMF position in a 40/60
ratio, the resultant portfolio is not short gamma at all, but
represents a non-correlated return stream with excellent
investment characteristics as a systematic investment
strategy. By systematically introducing other instruments
which represent mispriced sources of drawdown
reduction and alpha generation when combined together,
we can further improve the risk-return profile of the
XIV/TMF arbitrage.
Structural Arbitrage in Context
Structural Arbitrage is a new paradigm in alpha
generation, because unlike Statistical Arbitrage, Risk
Arbitrage, or Capital Structure Arbitrage which are tired,
commoditized strategies which seek to arbitrage often
less-liquid mispricings between individual securities,
Structural Arbitrage seeks out far larger, macro arbitrages
between seemingly unrelated markets and asset classes.
Since the arbitrages are inherent to the structure of
seemingly non-related markets, the mispricings are often
between highly liquid index-based instruments, rather
than esoteric securities, and are an excellent complement
to other strategies due to their non-correlation.
While an old strategy such as Convertible Arbitrage
might claim to arbitrage diverse asset classes such as debt
and equity, it is not arbitraging structural, or macro
inefficiencies between debt and equity markets as a
whole, it is merely focusing on inefficiencies at the level
of the individual firm’s capital structure. To the contrary,
Convertible Arbitrage’s “alpha” often comes from the
esoteric, illiquid nature of a firm’s securities, and the
strategy’s profits often quickly vanish and turn into losses
during market dislocations, proving that Convertible
Arbitrage is, in reality, highly short gamma. Therefore,
Convertible Arbitrage is really an intra-firm rather than
inter-market macro arbitrage. When viewed in these
terms, it becomes clear that even seemingly sophisticated
newer strategies which arbitrage CDS vs. debt or equity
instruments are usually intra-firm arbitrages rather than
Structural Arbitrages for macro phenomenon such as the
insurance and reinsurance of systematic equity risk.
Indeed, because the macro inefficiencies which Structural
Arbitrage seeks to uncover must be sizeable, it takes
painstaking systematic methods to find these “hiding in
plain sight” mispricings by reframing macro market
structures in novel synthetic terms. Structural Arbitrage
seeks to find entirely new statistical inter-market
relationships, rather than incrementally improving
currently existing, commoditized intra-market arbitrage
strategies.
Another major benefit of structural arbitrage strategies is
that they require sometimes as few as two highly liquid,
index-based instruments to execute, whereas Statistical
Arbitrage strategies, for example, are often a nightmare to
implement and execute, containing hundreds of positions
in a highly commoditized, tired strategy, with shrinking
returns. Commoditized strategies such as Statistical
Arbitrage require massive leverage to achieve returns that
are competitive with equity markets, whereas Structural
Arbitrage strategies, which should rely on unique
insights, rather than leverage, can achieve benchmark-
crushing returns without the need for margin borrowing.
Structural Arbitrage can use exchange-traded products
(ETFs and ETNs) with inherent leverage, although ETFs
and ETNs without inherent leverage can be used very
profitably as well.
Moreover, rather than being driven by misguided notions
of "risk parity" or "asset allocation" which have highly
weak theoretical, rather than empirical underpinnings,
structural arbitrage is driven by the empirical objective to
efficiently optimize risk/return as measured by sharpe,
sortino, information, calmar, correlation, and drawdown
statistics. In other words, structural arbitrage seeks to
systematically maximize returns vs. risk, rather being
driven by theoretically flimsy structures such as risk
parity, asset allocation, or nebulous, illusory notions of
diversification, by systematically arbitraging macro
mispricings between entire markets which represent
mispriced sources of hedging and alpha generation in an
empirical framework.
*Hedging is a mathematically imprecise term which
should be more precisely defined as drawdown reduction
or elimination. Cleverly constructed hedges may actually
in different time periods and/or in relation to other
instruments actually become important sources of alpha
generation and vice-versa.
ABOUT THE AUTHOR
Harry Long is the Managing Partner of Contrarian
Industries LLC, a firm that specializes in proprietary
trading, systematic investment research, and strategic
consulting. Mr. Long is a globally recognized expert on
the research and development of empirical investment
strategies. As a consultant, Mr. Long is sought after by
asset management firms, hedge funds, principal trading
organizations, index providers, ETP sponsors, and private
equity firms to help them develop and deploy benchmark
crushing systematic investment strategies. Mr. Long is a
graduate of Rice University with a B.A. in Economics.
ĂŤndice
Copyright 2
DEDICATION 5
1 Leaving something behind of value to
humanity
10
2 Forget standing on the shoulders of giants,
solve the perfect problem like a space alien
15
3 Trading Systems are like factories and
engines
18
4 Open your Eyes and reframe the familiar 20
5 Everything is related, especially in
financial markets
23
6 The Trading System as a virtual insurance
company
25
7 THE SECRET IS HIDING IN PLAIN
SIGHT—THE ANATOMY OF AN
INEFFICIENCY
26
8 Pushing the envelope with continuous
improvement--Even race cars need brakes
30
9 Nothing lasts forever in markets,
especially when everyone knows about it
32
An Appendix for Market Professionals 34
ABOUT THE AUTHOR 41

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You're_Welcome_Planet_Earth_The_Most_Powerful_Trading_System_160920115332.pdf

  • 1.
  • 2. You're Welcome Planet Earth: The Most Powerful Trading System Ever Publicly Revealed Harry Long
  • 3. Copyright © 2013 Contrarian Industries LLC All rights reserved. This book does not constitute investment advice. Neither the author nor the publisher of this book is a registered investment advisor. Neither the author nor the publisher of this book shall be responsible for any loss or profit or any other commercial damages, including, but not limited to special, incidental, consequential, or other damages. Due to the theoretical, mathematical, complex, scientific, academic, and intellectually speculative nature of the systematic methods and R&D shared, in no event will Contrarian Industries LLC or the author be liable to the reader or any other entities for any reason whatsoever, including but not limited to, gross negligence and suitability. The reader should consult with his or her registered investment advisor when contemplating any investment or trading strategy. HYPOTHETICAL PERFORMANCE RESULTS HAVE MANY INHERENT LIMITATIONS, SOME OF WHICH ARE DESCRIBED BELOW. NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFITS OR LOSSES SIMILAR TO THOSE SHOWN; IN FACT, THERE ARE FREQUENTLY SHARP DIFFERENCES BETWEEN HYPOTHETICAL PERFORMANCE RESULTS AND THE ACTUAL RESULTS SUBSEQUENTLY ACHIEVED BY ANY PARTICULAR TRADING PROGRAM. ONE OF THE LIMITATIONS OF HYPOTHETICAL
  • 4. PERFORMANCE RESULTS IS THAT THEY ARE GENERALLY PREPARED WITH THE BENEFIT OF HINDSIGHT. IN ADDITION, HYPOTHETICAL TRADING DOES NOT INVOLVE FINANCIAL RISK, AND NO HYPOTHETICAL TRADING RECORD CAN COMPLETELY ACCOUNT FOR THE IMPACT OF FINANCIAL RISK OF ACTUAL TRADING. FOR EXAMPLE, THE ABILITY TO WITHSTAND LOSSES OR TO ADHERE TO A PARTICULAR TRADING PROGRAM IN SPITE OF TRADING LOSSES ARE MATERIAL POINTS WHICH CAN ALSO ADVERSELY AFFECT ACTUAL TRADING RESULTS. THERE ARE NUMEROUS OTHER FACTORS RELATED TO THE MARKETS IN GENERAL OR TO THE IMPLEMENTATION OF ANY SPECIFIC TRADING PROGRAM WHICH CANNOT BE FULLY ACCOUNTED FOR IN THE PREPARATION OF HYPOTHETICAL PERFORMANCE RESULTS AND ALL WHICH CAN ADVERSELY AFFECT TRADING RESULTS.
  • 5. DEDICATION To my father Sumner A. Long, the best man I have ever known.
  • 6. “Makes things as simple as possible, but not simpler.” --Albert Einstein
  • 7.
  • 8. CONTENTS 1 LEAVING BEHIND SOMETHING OF VALUE TO HUMANITY 2 FORGET STANDING ON THE SHOULDERS OF GIANTS, SOLVE THE PERFECT PROBLEM LIKE A SPACE ALIEN 3 TRADING SYSTEMS ARE LIKE FACTORIES AND ENGINES 4 OPEN YOUR EYES AND REFRAME THE FAMILIAR 5 EVERYTHING IS RELATED, ESPECIALLY IN FINANCIAL MARKETS 6 THE TRADING SYSTEM AS A VIRTUAL INSURANCE COMPANY 7 THE SECRET IS HIDING IN PLAIN SIGHT—THE ANATOMY OF AN INEFFICIENCY 8 PUSHING THE ENVELOPE WITH CONTINUOUS IMPROVEMENT-- EVEN RACE CARS NEED BRAKES 9 NOTHING LASTS FOREVER IN MARKETS, ESPECIALLY WHEN EVERYONE KNOWS ABOUT IT AN APPENDIX FOR MARKET PROFESSIONALS
  • 9.
  • 10. 1 LEAVING SOMETHING BEHIND OF VALUE TO HUMANITY I always knew that the people of Planet Earth would need me one day. Seriously, I just knew. Since the age of fourteen, I have dedicated my life to solving the mysteries of the financial markets by creating the world's best systematic investment strategies. I thought that my biggest challenge would be to create such strategies. But I was wrong. Years ago, the only real challenge was to convince clients that such solutions actually existed-- that someone through sheer force of intellect and effort could make groundbreaking, mathematical discoveries
  • 11. about markets that are commonly ascribed to legends or to thriller movies such as Pi. By the time you finish reading this book, you will be forced to objectively agree with me that I have succeeded--even if you do not enjoy the manner in which I do it. And unfortunately, the gentle reader will be confronted with the harsh reality that financial markets are not about events, intuition, judgement, artistry, economics, fundamental analysis, thought, or anything resembling normal human reasoning. The cruel joke of the financial markets is that markets are about pure math, plain and simple. And markets are not even about data. Markets are about how humans respond to data. Similarly, History, correctly studied, is not actually about events. It is really about how humans respond to events. This is a subtle but essential distinction. Judged in that light, History is not actually about events, but about how humans process information about events. I have termed this The Information Processing Theory of History. For example, History teachers will fallaciously teach students that following the assassination of Archduke Ferdinand in 1914, Europe spontaneously burst into WWI. Since 1914, many world leaders such as President
  • 12. John F. Kennedy have been assassinated, but World War never followed. There is something unique about how Europeans in 1914 processed information that led to such an outcome. Once we accept this reality, a study of History can move from a descriptive study in primitive story telling about events to a more scientific enterprise in which we can start making excellent predictions about the future from cognitive information processing models of human decision making. For example, many psychologists would agree with the proposition that our deepest beliefs govern our thoughts, our thoughts govern our actions, and our actions lead to outcomes--but it all starts with our beliefs about the nature of reality. Of course, a scientific study of human information processing leads to many unpleasant, but highly accurate predictions. We can predict that Jews and Muslims in the Middle East who effectively believe in "an eye for an eye" as the guiding directive in international relations will be at war indefinitely until that belief changes. We can predict that nation states whose leadership believe in mutually assured destruction (the secular, institutionalized belief in "an eye for an eye") will eventually engage in nuclear war. And we could have predicted that Catholics and Protestants (who at least
  • 13. theoretically recognize that they should forgive) would eventually forge peace in Northern Ireland. In each case, deeply held beliefs (even if they are implicit and unspoken) govern the information processing and meta- outcomes of the participants involved. And thus it goes in financial markets and any other area of human endeavor. By the end of this book, you will be forced to accept that trading, like History, is at its core an information processing endeavor to identify strong patterns in how humans process information. I also wrote this book, because I wanted to leave behind something of value. Ideas are the only things that ever last. My friends all impressed upon me that I am doing something certifiably insane. No good investor or trader has ever published truly original systematic strategies which can compound at over thirty percent per year. It is simply not done. Invariably, strategies are published after they stop working. Most traders write self-indulgent autobiographies which are peppered with useless, banal, commonly known, or generic advice. Often it is a tired version of, "If only you could interpret financial statement or charts like I can, you would divine the secret of markets, because investing really is a high art form!". The same could be said about most investment firms'
  • 14. marketing materials and public pronouncements. What total hogwash. Correctly practiced, investment research and management is a scientific endeavor with clear, objective rules requiring zero interpretation which can be proven or disproven using data. That's science. If an author, portfolio manager, or investment firm does not adhere to the discipline that authentic research consists of developing objective rules which can be objectively proven or disproven using data, run in the opposite direction. Let them practice mentally lazy witchcraft with their own money, not yours. Testing ideas scientifically is not only real work, but it is also an ethical responsibility. Judged by that standard, most investment and trading books are total scams when it comes to delivering high value to the reader. This is my effort in writing the most useful book on investing and trading ever written. And the test is, can the strategy explicated herein outperform anything else in the public domain?
  • 15. 2 FORGET STANDING ON THE SHOULDERS OF GIANTS, SOLVE THE PERFECT PROBLEM LIKE A SPACE ALIEN If you want to be an amazing systematic trader, it is essential to view yourself as an advanced life form from another planet who was sent to Earth to observe and to chronicle systematic human foibles. Quite literally, you have to view people as unfortunate beings who make constant logical and mathematical errors in judgement. Your job is to exploit their systematic mistakes in how they process information. Lest you think this is too easy, remember that while it is
  • 16. very fashionable for humans to constantly comment upon how illogical, dumb, and predictable other humans are, that most people are unable to profit from the misjudgment, pettiness, and emotionalism they are constantly confronted with. Unfortunately, most humans only suffer from their fellow humans' stupidity, and with grave consequences, ranging from the seriousness of war and peace, to the horrors of genocide and starvation, to the banality of infidelity. To create a high performing systematic trading strategy, one must actually find an error that humans make constantly. In practice, this is actually quite difficult. Humans make numerous errors constantly, but rarely do they make the exact same error in the exact same way on an almost daily basis in a manner which can be easily quantified or exploited. And rarely is the error so large and glaring that it can both provide ample profits and simultaneously hide in plain sight and remain undiscovered for years. Economic theorists commonly refer to this as a massive market inefficiency. It's like the Loch Ness Monster. Everyone talks about it, but no one has really proven it exists (until now, my dear reader). In order to find massive hiding-in-plain-sight market inefficiencies, you have to think like a space alien and see things for what they are in substance, rather than form.
  • 17. And you have to stop unthinkingly accepting names and appearances that other humans blindly accept. For example, many humans are very impressed when they walk on to the trading floor at a large hedge fund and see bright, well dressed young people sitting in front of rows upon rows of gleaming screens pulsating with real-time market data. They marvel at the scope of the information, news, and analysis being fed to the traders and the seemingly scientific, high tech nature of the undertaking. But in reality, an advanced life form from another planet would be no more impressed with this than with a group of cobblers in a guildhall of old, hammering away at new shoes. Like the guild master with a ruler who inspects the cobblers' shoes, periodically finding a size error ("that size 8 you're working on, my dear boy, is really only a 7.5!"), modern day risk managers step in when losses go beyond proscribed limits (only in theory of course, as we've seen in the last ten years) and ask the cobbler, ahem I mean trader, to correct the problem. It may look scientific, but most modern day investment or trading enterprises are really no better than the cobblers of old. They are not designed like modern industrial concerns, they are just a bunch of glorified craftsmen at long tables.
  • 18. 3 TRADING SYSTEMS ARE LIKE FACTORIES AND ENGINES An advanced life form would see the need to create order out of this unscientific craftsmanship and to manufacture trading profits as products would be manufactured in a factory. As the great statistician W. Edwards Deming taught the Japanese, in order to improve a manufacturing system, we first must make the rules of the manufacturing process explicit. Everything is a system, whether it is explicit and the product of design, or implicit and the
  • 19. product of circumstance. Imagine if in the modern world, all products were made by hand. Quality control would be a nightmare without modern mass production. Everything would be unnecessarily expensive, craftsmen would be overpaid, and the products would be subpar. Superstition and tradition, rather than science, would govern the day. Sounds a lot like modern investment management, eh? Another way to view a trading system is as an engine where capital (or fuel) goes in one end, and profits (or horsepower) come out the other end. By making adjustments to the engine, we can increase its output of horsepower. We are always trying to increase performance and to reduce breakdowns. That's good engineering. Unfortunately, that approach is very rare in the investment and trading world.
  • 20. 4 OPEN YOUR EYES AND REFRAME THE FAMILIAR I often think of my mother. What strategy could I develop which would crush the equity indices, have far less risk than the S&P 500, be totally non-correlated, and only take two instruments to implement so she could run it herself if something happened to me? Sounds impossible, eh? Not so. We are always most creative within the boundaries of firm constraints, as Robert Mckee teaches aspiring screenplay writers. You need to look where no one else is looking, think like a space alien, and reframe the familiar in novel terms. And you need to have very little competition. Long's Law
  • 21. is that long term profit margins in any industry tend towards the inverse of the number of competitors in that industry (i.e., two competitors would enjoy roughly 50% profit margins over the long term, but that's another book). Therefore, I need to look at a new and unrigorously studied corner of the market which my older competitors didn't grow up with and do not understand. That leads us to the volatility market. In the past few years, Exchange Traded Products (ETPs) based upon the short term Vix futures indices (Vix ETPs) have become tremendously popular. In theory, these instruments increase in value when markets become more volatile, and decrease in value when markets become less volatile. In practice, these funds act almost as if they are continuously traded Put options on the S&P 500, with the associated time decay. The effect of contango in these markets effectively resembles time decay, so that Vix ETPs tend to lose value over long time periods. Moreover, it is very well chronicled that these funds may represent effective hedges during very short, discrete time periods, but are very poor hedges over longer time periods. Interestingly enough, 30 year U.S. Government Bonds (Long Bonds) tend to also behave like hedges for the S&P 500, often moving inversely to the market,
  • 22. especially in times of severe equity market stress. In Chapter 2, I impressed upon the gentle reader that one must think like a space alien and see things for what they are in substance, rather than in form. Synthetically, or in substance, we can view Long Bonds as Put options on the S&P 500 as well. However, unlike Vix ETPs, not only do Long Bonds hedge equities well in discrete time periods of market stress, but they also tend to retain more of their value over time than Vix ETPs. And this is quite logical, since a Long Bond is an asset which pays interest over time, whereas Vix ETPs, like Put options, are almost like ice cubes with values that melt away in one's hand if significant downside volatility does not materialize. So let's reframe the familiar like a space alien and stop accepting names and descriptions that other humans blindly accept. Both Long Bonds and Vix ETPs effectively behave as Put options in relation to the S&P 500. So let's think of them as such in their function, if not their form.
  • 23. 5 EVERYTHING IS RELATED, ESPECIALLY IN FINANCIAL MARKETS Most humans are interested in trading things on their own merits. They have predictions about Long Bonds, and they trade Long Bonds accordingly. Or they have predictions about future volatility, and trade Vix ETPs accordingly. But advanced life forms also think about instruments and markets in inter-relation to each other.
  • 24. It is difficult to think this way, especially in financial markets where we have to be somewhat precise and cannot fall back upon weed-fueled, new age, nebulous, freshman-seminar-on-spirituality, unquantifiable notions of inter-relation. But the potential benefit of studying inter-relationships between markets is that we might find an inefficiency that lasts for years. It may be logical for individual markets to behave a certain way when traded upon their own merits, but this behavior may be inter- market inefficient when the meta-behavior of such trading creates pricing discrepancies in how risk is priced between totally different markets. Therefore, we might syllogistically make the proposition that if Vix ETPs are related to the S&P 500 and if Long Bonds are also related to the S&P 500, that then Long Bonds and Vix ETPs must also be inter-related to each other.
  • 25. 6 THE TRADING SYSTEM AS A VIRTUAL INSURANCE COMPANY Simply put, Vix ETPs lose much of their value over time. This makes them a very expensive form of insurance, or equity hedge. Long Bonds retain more of their value over time than Vix ETPs do. This makes Long Bonds a cheaper form of insurance, or equity hedge. An Economist might say that we can treat Long Bonds and Vix ETFs as close substitutes for equity hedging. And close substitutes should sell for similar prices. But in this case, they most definitely do not. They sell for wildly divergent prices. Illogically, the worse hedge is more expensive, and the better hedge is cheaper!
  • 26. Why not, like a shrewd insurance company, sell the more expensive form of insurance, and buy the cheaper form of insurance as reinsurance against catastrophe? Maybe we could pocket the difference in how these two markets price equity risk as a profit. Literally, if the idea works, we will be running a virtual insurance company for S&P 500 market risk. But we will not have the overhead (or competition!) of a conventional insurance company. Imagine an insurer that sells insurance, then reinsures against catastrophe. Similarly, we are selling expensive insurance by synthetically shorting Vix ETPs, then reinsuring more cheaply by purchasing ETFs which hold Long Bonds. But unlike most insurers, our theory is that we can fully reinsure the risk we have written by selling insurance which is usually too expensive, and by buying reinsurance which is usually too cheap. Now like a proper manufacturer or engine maker, let's move beyond a cool idea, or hypothesis, and explore some objective, explicit, systematic rules that are testable. No cobbling for us! 7 THE SECRET IS HIDING IN PLAIN SIGHT—THE ANATOMY OF AN INEFFICIENCY
  • 27. Let us first test the performance of shorting Vix ETPs and buying Long Bonds ETFs. After brute force testing of every combination, the best performance is obtained by a system in which we: Go Short VXX with 40% of the portfolio Go Long TMF with 60% of the portfolio Rebalance Weekly between VXX and TMF to maintain the 40% / 60% ratio. Note that TMF is a 3X levered Long Bond fund. The instrument negates the need for margin leverage since the leverage is inherent to the instrument itself. Here is a graph of the equity curve of the strategy and the system's performance statistics.
  • 28. Fantastically, this strategy destroys the S&P 500 with a CAGR of 49.5%, but with similar drawdowns, a higher MAR ratio, and a higher Sharpe. This strategy is world class. And it has a correlation of 0.10 to the S&P 500 over the entire time period. That is outstanding. Even more impressively, the system outperforms the S&P 500 by over 30% per year! Great strategies deserve names. I have named this
  • 29. strategy Structural Arbitrage, because it arbitrages structural differences in pricing equity risk between two different markets, and reframes market structures in novel synthetic terms.
  • 30. 8 PUSHING THE ENVELOPE WITH CONTINUOUS IMPROVEMENT--EVEN RACE CARS NEED BRAKES Advanced research should increase the safety of a trading system in order to create the highest return to risk, or MAR ratio, over the long term. Even race cars need excellent brakes. To negate the need for shorting an instrument which may not be available to short, and to reduce open-ended tail risk, one can go long the inverse of VXX, which is XIV, while leaving the rest of the strategy the same. Performance is slightly lower. Amazingly, XIV is an instrument which is short volatility, but you can only lose
  • 31. what you put into the instrument! In other words, even without TMF as a hedge, going long XIV is synthetically like selling naked Puts, but without open-ended risk! Inverse Vix ETPs are some of the only instruments that Wall Street has ever created which have the profit benefits of selling volatility naked, but without the open- ended risk! In addition, since Structural Arbitrage relies upon a structural mispricing between how two different markets price equity risk, it is important to remember that like any other strategy, that it could stop working if the inefficiency it exploits ceases to exist. Therefore, we need to build a quantitative switch for the system for turning it on and off. That way, we can stay in the strategy when it is profitable, and exit the strategy when it is not. I have some ideas for how to do this that are the subject of an ongoing research effort. Until that research is completed, I think a barbell strategy might make sense, whereby the strategy is kept as a very small part of a larger portfolio, to reduce correlation to equity indices. But that is something for you and for your investment advisor to decide upon together, if you decide to use Structural Arbitrage at all.
  • 32. 9 NOTHING LASTS FOREVER IN MARKETS, ESPECIALLY WHEN EVERYONE KNOWS ABOUT IT Remember Long's Law. Long term profit margins in any industry tend towards the inverse of the number of competitors in that industry. The same could be said of investment strategies. Despite my trader's bravado and tongue-in-cheek tone, I am extremely humble about the prospect of any massive market inefficiency persisting for a decade, especially after becoming widely publicized. Of course, one does not need ten years of massive returns to make a tidy fortune. Previously, I pointed out that massive market inefficiencies have the status of the Loch Ness Monster in the Economic world. Everyone claims a sighting, but no one has proof that it exists. Beyond a shadow of a doubt,
  • 33. I have proven that a massive market inefficiency exists. And it may continue, because it takes advantage of structural inter-market relationships that persist because these markets are being traded rationally on their own terms. Arbitraging away this particular inefficiency might require Vix and Long Bond markets to not trade rationally on their own terms, which may be a a disequilibrium position for markets. Hence this arbitrage could persist. However, the bigger picture is that massive and easy profits tend to never last, especially in financial markets. Hence, I estimate unscientifically that Structural Arbitrage will make outsized returns for four more years, at best. And for me? On to the next strategy. My clients demand that we stay a thousand steps ahead. Have I kept my word? Remember, the goal was to crush the equity indices, take far less risk than the S&P 500, be totally non-correlated, and use two instruments to implement the system so that my mother could easily run the strategy herself. I also promised that it would be the most powerful trading system ever publicly disclosed. Mission accomplished.
  • 34.
  • 35. AN APPENDIX FOR MARKET PROFESSIONALS Structural Arbitrage: A New Paradigm in Alpha Generation Structural Arbitrage is a new paradigm in alpha generation created by Contrarian Industries LLC which systematically exploits persistent macro arbitrage opportunities between seemingly unrelated asset classes to create uncorrelated, benchmark- beating, return streams with highly efficient risk/return profiles. Structural Arbitrate creates these uncorrelated return streams by systematically arbitraging mispricings between entire markets which represent mispriced sources of hedging* and alpha generation. For example, a massive structural arbitrage exists between the 20 year + Treasury Bond market and the S&P 500 Short Term Volatility Futures market. Indeed, if we view both long bonds and Short Term Volatility Futures as synthetic ways to insure systematic risk in the U.S. equity market, we find that a 40/60 ratio between the XIV and TMF instruments in a portfolio is an excellent synthetic method of selling expensive insurance for S&P 500 Short Term volatility while simultaneously fully
  • 36. reinsuring that risk more cheaply in the long bond market. While we believe that the above ratio is optimal for non-correlation and risk-return MAR objectives, a higher proportion of TMF, or long bonds, could of course create an arbitrage which is highly negatively correlated to the S&P 500 and implicitly heavily long gamma. This arbitrage persists, because while market participants recognize that volatility and long bonds are both linked to equity prices, they have not made the logical/syllogistic leap that, therefore, volatility and long bond markets should also be linked to each other. Simply put, if the volatility market is linked to the equity market, and if the long bond market is also linked to the equity market, then therefore, the volatility market and the long bond market must also be linked to each other. The persistent difference between how these two markets synthetically price equity risk is exceedingly glaring. We ascribe this Structural Arbitrage’s persistence to the industry-wide focus on incrementally improving tired, commoditized arbitrage strategies which have existed for decades, rather than a focus on innovation. We are in essence synthetically arbitraging asset class inter-market structures the way that other firms might arbitrage multiple currency pairs or stock pairs and their relationships intra-market. In the Structural Arbitrage
  • 37. frame, we are in essence synthetically pairs trading markets themselves. Since the volatility futures market prices systematic equity risk more expensively and the long bond market prices systematic equity risk more cheaply, the difference in synthetically pricing equity risk in these two markets represents a robust return stream with excellent risk/reward characteristics. Simply put, a long XIV position insures equity risk with an expensive premium in the volatility market, so to speak, and a long TMF position reinsures this same equity risk by paying a cheaper premium in the long bond market. The ongoing mispricings between these two synthetic premiums represents this Structural Arbitrage strategy's profits. Therefore, any entity putting on this arbitrage trade implicitly becomes an insurer which insures systematic equity risk dearly and then reinsures, or lays off, that risk more cheaply. Another, perhaps less precise, way of viewing a 40/60 XIV/TMF portfolio is as creating alpha generation by a short gamma position, whose drawdown and tail risk can be cheaply insured or hedged in the long duration U.S. government bond market at a price which creates substantial profits and risk control. Indeed, when a XIV position is combined with a TMF position in a 40/60 ratio, the resultant portfolio is not short gamma at all, but represents a non-correlated return stream with excellent investment characteristics as a systematic investment
  • 38. strategy. By systematically introducing other instruments which represent mispriced sources of drawdown reduction and alpha generation when combined together, we can further improve the risk-return profile of the XIV/TMF arbitrage. Structural Arbitrage in Context Structural Arbitrage is a new paradigm in alpha generation, because unlike Statistical Arbitrage, Risk Arbitrage, or Capital Structure Arbitrage which are tired, commoditized strategies which seek to arbitrage often less-liquid mispricings between individual securities, Structural Arbitrage seeks out far larger, macro arbitrages between seemingly unrelated markets and asset classes. Since the arbitrages are inherent to the structure of seemingly non-related markets, the mispricings are often between highly liquid index-based instruments, rather than esoteric securities, and are an excellent complement to other strategies due to their non-correlation. While an old strategy such as Convertible Arbitrage might claim to arbitrage diverse asset classes such as debt and equity, it is not arbitraging structural, or macro inefficiencies between debt and equity markets as a whole, it is merely focusing on inefficiencies at the level of the individual firm’s capital structure. To the contrary,
  • 39. Convertible Arbitrage’s “alpha” often comes from the esoteric, illiquid nature of a firm’s securities, and the strategy’s profits often quickly vanish and turn into losses during market dislocations, proving that Convertible Arbitrage is, in reality, highly short gamma. Therefore, Convertible Arbitrage is really an intra-firm rather than inter-market macro arbitrage. When viewed in these terms, it becomes clear that even seemingly sophisticated newer strategies which arbitrage CDS vs. debt or equity instruments are usually intra-firm arbitrages rather than Structural Arbitrages for macro phenomenon such as the insurance and reinsurance of systematic equity risk. Indeed, because the macro inefficiencies which Structural Arbitrage seeks to uncover must be sizeable, it takes painstaking systematic methods to find these “hiding in plain sight” mispricings by reframing macro market structures in novel synthetic terms. Structural Arbitrage seeks to find entirely new statistical inter-market relationships, rather than incrementally improving currently existing, commoditized intra-market arbitrage strategies. Another major benefit of structural arbitrage strategies is that they require sometimes as few as two highly liquid, index-based instruments to execute, whereas Statistical Arbitrage strategies, for example, are often a nightmare to
  • 40. implement and execute, containing hundreds of positions in a highly commoditized, tired strategy, with shrinking returns. Commoditized strategies such as Statistical Arbitrage require massive leverage to achieve returns that are competitive with equity markets, whereas Structural Arbitrage strategies, which should rely on unique insights, rather than leverage, can achieve benchmark- crushing returns without the need for margin borrowing. Structural Arbitrage can use exchange-traded products (ETFs and ETNs) with inherent leverage, although ETFs and ETNs without inherent leverage can be used very profitably as well. Moreover, rather than being driven by misguided notions of "risk parity" or "asset allocation" which have highly weak theoretical, rather than empirical underpinnings, structural arbitrage is driven by the empirical objective to efficiently optimize risk/return as measured by sharpe, sortino, information, calmar, correlation, and drawdown statistics. In other words, structural arbitrage seeks to systematically maximize returns vs. risk, rather being driven by theoretically flimsy structures such as risk parity, asset allocation, or nebulous, illusory notions of diversification, by systematically arbitraging macro mispricings between entire markets which represent mispriced sources of hedging and alpha generation in an empirical framework.
  • 41. *Hedging is a mathematically imprecise term which should be more precisely defined as drawdown reduction or elimination. Cleverly constructed hedges may actually in different time periods and/or in relation to other instruments actually become important sources of alpha generation and vice-versa.
  • 42. ABOUT THE AUTHOR Harry Long is the Managing Partner of Contrarian Industries LLC, a firm that specializes in proprietary trading, systematic investment research, and strategic consulting. Mr. Long is a globally recognized expert on the research and development of empirical investment strategies. As a consultant, Mr. Long is sought after by asset management firms, hedge funds, principal trading organizations, index providers, ETP sponsors, and private equity firms to help them develop and deploy benchmark crushing systematic investment strategies. Mr. Long is a graduate of Rice University with a B.A. in Economics.
  • 43. ĂŤndice Copyright 2 DEDICATION 5 1 Leaving something behind of value to humanity 10 2 Forget standing on the shoulders of giants, solve the perfect problem like a space alien 15 3 Trading Systems are like factories and engines 18 4 Open your Eyes and reframe the familiar 20 5 Everything is related, especially in financial markets 23 6 The Trading System as a virtual insurance company 25 7 THE SECRET IS HIDING IN PLAIN SIGHT—THE ANATOMY OF AN INEFFICIENCY 26 8 Pushing the envelope with continuous improvement--Even race cars need brakes 30 9 Nothing lasts forever in markets, especially when everyone knows about it 32 An Appendix for Market Professionals 34