Options
Information -What is Volatility?
Hello,
If it is March 5th in Southern California the high temperature
was 40 degrees, who would put money on a bet that high would
not be exceeded over the next 5 days?
How
about if the high was 100 degrees? Probably a few more would
be willing but in the fall it is still not as likely as it
would be in August.
Well
Volatility can be likened to Temperature. There is a daily
average temperature and average seasonal temperature. Learning
how to use these could be a valuable tool in your trading
whether it be stocks, futures or options on both. There are
a few types of volatility and I will briefly explain what
they are. But first let's look at some definitions and how
it is computed
Volatility:
Uncertainty. A measure of the stability or instability in
the price of a stock, commodity or options
A
probability distribution is just a frequency distribution
with each frequency divided by the total number of observations.
It follows that the area under a probability distribution
has something to do with the probability of getting certain
numbers. Volatility is nothing but for the past, the measure
of frequency and for the future, the prediction of frequency.
Example Bell Curve or the Game Plinko.
Historical
volatility is defined as the standard deviation of the logarithmic
price changed measured at regular intervals of time. Settlement
prices are the most common method of computing volatility
we define each price change (Xi) as:
PiXi = ln (____) Pi-1 Where Pi is the price of the underlying
contract at the end of the ith time interval Pi/Pi-1 is sometimes
referred to as the price relative
There are many services and programs that calculate Volatility
so we will focus more on what the different types of volatility
are and how we can use them.
Types
of volatility
1. Historical Volatility Describes the actual distribution
of prices observed during a period of time otherwise known
as statistical volatility. Used exclusively for the underlying
like stocks or futures
2. Future Volatilty Describes the future distribution of prices
in an underlying commodity
3. Forecast Volatility An educated guess at what volatility
may be for a period of time in the future.
4. Implied Volatility The level of future volatility implied
by the price of an option or combined prices of options. Except
for volatility, all other inputs to the options pricing model
are know and defined, (strike price, price of the underlying,
time, and interest rates are understood). Implied volatility
is the market place's estimate of future volatility.
Volatility
Chart Courtesy Moore Research
·
The X Axis is the measure of Volatility and the Y Axis is
the measure of time.
· the green line
represents the 15 year central tendency of 20 day historical
volatility (1987-2001)
· the blue lines
represent 1 standard deviation from the central tendency
· the black line represents the implied volatility
· the blue line in the middle represents the current
markets 20 day historical volatility
· The daily chart above displays the average historical
volatility (and one standard deviation in each direction).
At any given point on this line, volatility has been found
above half the time, and below half the time, on average.
Historical volatility has traditionally been found between
the two outside bands 68% of the time. When overlaid with
current implied volatilty we are able to distinguish those
levels that fall outside the historical norm, creating a reference
point regarding current option market prices.
Sure
is a pretty chart but what do we do with it?
If you only trade futures or stocks you would use the historical
volatility (red line) and compare it to the central tendency
(green line) and std. Deviation (blue lines)
Notice from May through June the Historical Volatility was
trading near the bottom of its std deviation and below the
central tendency.
If you looked into July through August you see that Historical
Volatility and the Standard Deviations increase.
What this tells us is that the markets July through August
make larger moves. If through your normal analysis you can
predict the correct direction than with larger moves there
is a chance for bigger gains.
Bottom line: The market is telling us that historically we
can expect larger moves from July through August.
Let's
look at a few basic examples with options referencing the
chart above. Historically though past performance cannot predict
future results a seasonal period of increasing volatility
through July and August.
A Basic Option Purchase might be the proper choice during
this period. Pricing of options has a volatility component.
So if volatility increases option premiums should also increase.
Look at what happens from mid- August through December. Implied
Volatility historically trends lower or decreases. Employing
strategies that take advantage of decreasing volatility should
fare better than one's that take advantage of increasing volatility.
It should be noted that using volatility over time should
help your options trading, however there can and will be short
term periods where the market does not follow the model. With
that said volatility is another tool to augment your current
trading decision process.
There
is a risk of loss in all futures and options trading. Options
trading is complex and volatility is a complex concept. Make
sure you fully understand it before using it to trade.
site
map
|