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A challenge in pricing
options
on commodities is non-randomness in the evolution of many commodity prices. For
example, the spot price of an agricultural product will generally rise prior to
a harvest and fall following the harvest. Natural gas tends to be more expensive
during Winter months than Summer months. Because of such non-randomness, many
spot commodity prices cannot be modeled with a geometric
Brownian motion, and
the Black-Scholes (1973) or Merton (1973) models for options on
stocks do not
apply. In 1976, Fischer Black published a paper addressing this problem. His
solution was to model forward prices as opposed to spot prices. Forward prices
do not exhibit the same non-randomness of spot prices. Consider a forward price for delivery shortly after a harvest of
an agricultural product. Prior to the harvest, the spot price may be high,
reflecting depleted supplies of the product, but the forward price will
not be high. Because it is for delivery after the harvest, it will be low
in anticipation of a drop in prices following the harvest. While it is not
reasonable to model the spot price with a Brownian motion, it may be
reasonable to model the forward price with one.
Black's (1976) option
pricing formula reflects this
solution, modeling a forward price as an underlier in place of a spot price. The
model is widely used for modeling European options on physical commodities,
forwards or
futures. It is also used for pricing
interest rate caps and
floors. The
model is popularly known as Black '76
or simply Black's model.
Values for a
call price
c or put price p are:
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[1] |
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[2] |
where:
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[3] |
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[4] |
Here, log denotes the natural logarithm, and:
f = the current
underlying forward price
x = the
strike price
r = the
continuously compounded
risk free interest rate
t = the time in years until the
expiration of the
option
σ = the
implied volatility
for the underlying forward price
Φ = the
standard normal
cumulative distribution function.
The
Greeks—delta,
gamma,
vega,
theta and rho—for a call are:
where
denotes the standard
normal probability density function. For a put, the Greeks are:
Note that gamma formulas [6] and [11] are identical for puts
and calls, as are vega formulas [7] and [12].
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Haug (1997)
is a handy encyclopedia of published option pricing formulas,
including Black ''76. James and Webber (2000)
discuss the use of Black '76 to price caps, floors and other fixed
income derivatives.
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Ads by Contingency Analysis
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Black, Fischer and Myron S. Scholes
(1973). The pricing of options and corporate liabilities, Journal
of Political Economy, 81, 637-654.
Merton, Robert C. (1973). Theory of
rational option pricing, Bell Journal of Economics and
Management Science, 4 (1), 141-183. Available in Merton (1990).
Black, Fischer (1976). The pricing of
commodity contracts, Journal of Financial Economics, 3,
167-179.
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