Mathematical Modeling in Finance with Stochastic Processes

(Ben Green) #1

7.6. SENSITIVITY, HEDGING AND THE “GREEKS” 261


The concept of Gamma is important when the hedged portfolio cannot
be adjusted continuously in time according to ∆(S(t)). If Gamma is small
then Delta changes very little withS. This means the portfolio requires only
infrequent adjustments in the hedge-ratio. However, if Gamma is large, then
the hedge-ratio Delta is sensitive to changes in the price of the underlying
security.
According to the Black-Scholes formula, we have


Γ =

1


S



2 πσ


T−t

exp(−d^21 /2)

Notice that Γ>0, so the call option value is always concave-up with respect
toS. See this in Figure 7.7.


Theta: The time decay factor


TheTheta(Θ) of a European claim with value functionV(S,t) is defined
as


Θ =

∂V


∂t

.


Note that this definition is the rate of change with respect to the real (or
calendar) time, some other authors define the rate of change with respect to
the time-to-expirationT−t, so be careful when reading.
The Theta of a claim is sometimes refereed to as the time decay of the
claim. For a European call option on a non-dividend-paying stock,


Θ =−


S·σ
2


T−t

·


exp(−d^21 /2)

2 π

−rKexp(−r(T−t))Φ(d 2 ).

Note that Θ for a European call option is negative, so the value of a European
call option is decreasing as a function of time, confirming what we intuitively
deduced before. See this in Figure 7.7.
Theta does not act like a hedging parameter as do Delta and Gamma.
Although there is uncertainty about the future stock price, there is no un-
certainty about the passage of time. It does not make sense to hedge against
the passage of time on an option.
Note that the Black-Scholes partial differential equation can now be writ-
ten as


Θ +rS∆ +

1


2


σ^2 S^2 Γ =rV.
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