Feb 2013 - Why Volatility impacts our decision-making, What causes it, how it serves as a barometer and tool to forecast market direction, how it follows power-laws typical of cascade dynamics of fluid turbulence, earthquakes etc
20240429 Calibre April 2024 Investor Presentation.pdf
Understanding Volatility and What it means to your Portfolio
1. HorizonsETFs.com
Understanding Volatility: What is the VIX
and What Does it Mean for Your Portfolio?
February 2013
ETF solutions for every investor™
Eden Rahim, VP & Portfolio Manager, Options Strategist
2. 2A Member of Mirae Asset Financial Group
“Markets are constantly in a state of uncertainty & flux, & money is
made by discounting the obvious & betting on the unexpected”
George Soros
3. 3A Member of Mirae Asset Financial Group
Outline
Why volatility impacts our decision-making
Distribution of market returns over time
VIX: how is it constructed & why?
What causes volatility?
Volatility as a barometer of market uneasiness or complacency
Volatility as a tool to forecast market direction
New frontiers of analysing turbulence
4. 4A Member of Mirae Asset Financial Group
The Great Modulation
Source: Adaptive Markets & New World Order, Andrew Lo – January 2nd, 1926-August 9, 2006
%historicvolatility
5. 5A Member of Mirae Asset Financial Group
Overview
Volatility is about the uncertainty of a possible bad outcome, and how it
impacts our decision-making
Our future expectations are impacted by low volatility in an asymmetric way to
how it is when volatility is rising: comfort vs. fear
Every investor has a different way of coping with risk and volatility and must
find the level with which they can deal with it. Decisions about managing risk
are inherently subjective, so a ‘one size fits all’ solution is inadequate.
Over the past year, we’ve designed different portfolio hedges for Canadian
insurance company & U.S. hedge fund, each with a different aim to be
addressed
Best decision combines your expectations about possible outcomes &
preference for payoff
6. 6A Member of Mirae Asset Financial Group
Investors confront Volatility
in 3 general ways:
1. Passively – it’s part of all markets and must be endured,
2. Hedge against by taking steps to dampen it by either:
I. going to cash,
II. diversifying to non-correlated assets & ETFs,
III. buying put options or
IV. buying securities that rise in value with VIX,
3. Volatility as an asset class - agnostically seeking profit on both a rise and
fall in volatility.
7. 7A Member of Mirae Asset Financial Group
About the VIX
Designed by Robert Whaley and launched in 1993
Has become the ubiquitous measure of market Volatility and Uncertainty
It is a measure of the average implied volatility of 8 index options on S&P
Composed or current month ATM and first OTM call and put options,
and same for next month
With a week to expiration, the front month is rolled to the 3rd month.
8. 8A Member of Mirae Asset Financial Group
TSX Distribution of Daily Returns
Pre-Crisis vs Post Crisis
Distinctly fatter left-tail & smaller percent of small gains
Source: HIMI, May 2008-February 2013
Source: HIMI, January 1980 to April 2008
9. 9A Member of Mirae Asset Financial Group
Annual Distribution of Equity Returns
is Right-tailed (142 Years)
Source: Horizons Investment Management Inc. , Annual Distribution of Returns, 1871-2013
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Volatility Cycle: Simmer, Spike,
Aftershocks, Decay, Steady-State
Source: Bank of America Merrill Lynch Research
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What Causes Volatility?
Distilling Telegraphed Forecasts
NOT HEADLINES! Fiscal Cliff = Y2K
When stocks become strongly correlated
Widening credit spreads / inverting treasury yield curve
Frequent two-way gaps & swings – even if in a small range
Leverage effect: As equities fall, balance sheet leverage increases
Deleveraging & credit unwinding, leading to illiquidity
Pressing need for hedging: Insurance costs most when your house is on fire
Fight-or-flight fear when bad outcomes seem inevitable & assurances of
‘Experts’ become hot air.
12. 12A Member of Mirae Asset Financial Group
Skew: How Much More you Pay for
OTM Puts vs OTM Calls:
Impacts the cost of hedging with options
Reflects relative cost of bearish vs. bullish hedging expectations
Costing the lowest amount for put protection relative to calls in 2 years
Source: B of A Merrill Dec 31-95 – Feb 1-2013
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Up by the Escalator, Down by the Elevator
Pre-1987 Crash vs. Post crash options ‘SMILE’
Source: JOF, Vol 101, Issue 3, Sept 2011
Pre- and post-crash implied volatility
Impliedvolatility
(annualpercentage)
Moneyness =K/S0-1
Pre crash
Post crash
0.10.50-0.05-0.1
14
16
18
20
22
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26
14. 14A Member of Mirae Asset Financial Group
Rising Correlation of Stocks Causes
Rise in Volatility
When a market becomes stressed, strong stocks break down & join weak
stocks
Diversification ceases to buffer & most stocks become unstable together
Component volatility rises & each company trades with higher volatility
Indexes face macro & systemic risk offset by dampening of diversification
In contrast, companies have both risks, plus risks such as earnings
expectations, obsolescence, competition, pricing, demand, cost of credit,
leverage
A stressed market brings these into focus & re-prices company risk higher
Source: Bloomberg Data, Horizons Investment Management Inc. November 22,2010-November 22,2012
15. 15A Member of Mirae Asset Financial Group
Volatility is Correlated to 5 Year
Corporate Credit Spreads
Regression Of S&P Volatility (VIX) vs IG Credit Spreads (CDX IG 5 Yr)
Source: HIMI
16. 16A Member of Mirae Asset Financial Group
Two-Year Swap Spread Vs. VIX
The spread at which 2 year fixed rate is exchanged for floating rate exposure
During poor liquidity or increasing turbulence in the credit markets, floating
rates reflect the current credit risk, while those in fixed rates are insulated
So those with fixed rates must be compensated for taking credit risk off the
hands of firms that need to exit that risk and go to cash
Note years before the financial crisis in 2008, this spread was rising
Source: Bloomberg, 1989-2013
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Inverting Yield-Curve Lead Changes in
Volatility Cycle by 2 Years
Source: Horizons Investment Management Inc., January 31, 1989-January 31, 2013
Inverse 105 – 25 Yield Curve
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At Turning Points, Internal Intraday
Volatility Telegraph Turbulence
Market becomes internally unstable before turns
Source: Horizons Investment Managemenet Inc. May 12, 1997-May 12, 2012
19. 19A Member of Mirae Asset Financial Group
Level of VIX has Implicit Probability
Forecast of Future Direction
Source: BAMI
Unlike equity, the distribution of volatility is heavily
dependent on its level, one of the factors that makes
volatility more predictable
When VIX is
higher than its
median, future
changes are
skewed to the left
When VIX is lower
than its median,
future changes are
skewed to the right
3 Month Change in VIX
Percentageofobservations
20. 20A Member of Mirae Asset Financial Group
VOL-of-VOL (VVIX) More Bounded and
Responsive to VIX Changes
Only briefly pays to be long volatility
Volatility mean regresses quickly & spends most of time in low volatility zone
“Just-in-time” hedging has superior pay-off return
Tail-wagging-the-dog: anticipating volatility increases can be costly (Q1:2012)
Variance swap did well in that period
Source: HIMI, CBOE
21. 21A Member of Mirae Asset Financial Group
Positive / Flat VOL Curve
is Normal & Prevalent
INVERSION tends to signal market lows
Source: BoA Merrill Lynch Global Research (March 26, 2004-August 7, 2012)
It takes more stress to cause term structure inversion now than in
previous years
22. 22A Member of Mirae Asset Financial Group
Hurricane at our Doorstep: How VIX
Curves Fluctuated During 2007-2009 Crisis
Source: Horizons Investment Management Inc. & CBOE, Data as of April 2, 2007-December 31, 2010
S&P and Phases of Change in VIX Forward
Curve During A) Topping B) Orderly
23. 23A Member of Mirae Asset Financial Group
Hurricane at our Doorstep: How VIX
Curves Fluctuated During 2007-2009 Crisis
Source: Horizons Investment Management Inc. CBOE
24. 24A Member of Mirae Asset Financial Group
VIX Curve Spends Almost 80%
of Time in Contango
In year with extreme drawdown, the market looks out and says “This is
unsustainable” and prices future Volatility expectations into Backwardation
Source: CBOE from January 1st, 2007 through December 31st, 2012
Trading Days Contango Backwardation % Contango % Backwardation
2007 251 177 74 70.52% 29.48%
2008 253 143 110 56.52% 43.48%
2009 252 202 50 80.16% 19.84%
2010 252 223 29 88.49% 11.51%
2011 252 178 74 70.63% 29.37%
2012 221 221 0 100.00% 0.00%
Total 1481 1144 337 77.25% 22.75%
25. 25A Member of Mirae Asset Financial Group
Current Volatility Curve Extremely
Steep (>80th Percentile)
Source: CBOE.com, data February 16,2013-December 20, 2014
26. 26A Member of Mirae Asset Financial Group
Misbehavior of Markets
by Benoit Mandelbrot
Father of chaos theory & fractal geometry,
turned MPT on its head
Markets are fractal, exhibit self-similarity &
scales with time
Markets are more risky than bell curve
suggest
Turbulence runs in streaks & clusters
Power laws better explain volatility spikes, as
it does cascade dynamics of fluid turbulence,
avalanches, earthquakes, solar flares….
Much of what we deem predictable is in fact
market noise
Market time is relative, expanding &
contracting with volatility
27. 27A Member of Mirae Asset Financial Group
Interestingly, VIX Follows Power
Law Distributions
Non-Financial work of Zipf’s law (physics), Navier-Stokes (combustion engine) & Omori
(seismology) better explain behavior of Volatility outbursts
Volatility ebb & flows in negative feedback loop until is pushed into positive feedback
that results in cascade spikes
Source: HIMI
28. 28A Member of Mirae Asset Financial Group
Hedging: PUT Options vs
Long VIX Products
Unlike Put Options, VIX products require 4 simultaneous bets: direction, path,
volatility increase, & shift in shape of curve
1. Both hedge against downside directional moves
2. Puts respond almost immediately while VIX is delayed
3. Puts benefit if market moves down without increase in Volatility ie. orderly
decline, while VIX requires an increase in Volatility
4. Puts are not concerned with the Volatility curve, while a shift in curve may
impact where long VIX product is profitable even in down market
29. 29A Member of Mirae Asset Financial Group
Summary
Volatility impacts our decision making, requiring an actionable roadmap
Position for normal volatility, be alert to signs when it’s becoming abnormal
One size doesn’t fit all: every investor has own tolerance & return expectation
Investors greet volatility either passively, to be hedged, or traded
VIX has become the ubiquitous barometer of market uncertainty
Since the crisis, daily returns have become more ‘left-tailed’ distributed
Each phase of volatility must be confronted uniquely: simmer, spike, aftershock, decay,
& steady-state
Volatility impacted by: correlation, credit spreads, leverage, yield-curve & fear
Level & curve of volatility is itself a forecast. That can be said of few assets
Cascade dynamics & power laws best explain turbulence of volatility
Tools have existed for a 150 years to dampen & distribute risk
Horizons ETFs offers 3 volatility ETFs HVU HUV HVI
30. 30A Member of Mirae Asset Financial Group
Disclaimer
The views and opinions expressed herein are of a general nature and the suggestions are not and should not be considered as advice to purchase
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