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Chapter 10
Numeric methods and single asset American
options
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If we substituteS¼exp (X) we then have:
dV dS¼dV
dX dX
dS¼expðXÞdV dX d2V
dS2 ¼dX dS
d dX
dV
dXexpðXÞ
¼expð2XÞd2V dX2dV
dXexpð2XÞ Substituting the above results into Equation 10.1 we obtain:
2expð2XÞexpð2XÞ 2
d2V dX2dV
dX
þ ðrqÞexpðXÞexpðXÞdV
dXrV¼0 2
2 d2V
dX2 þ ðrqÞ 2 2
dV
dXrV¼0 So
d2V
dX2 þ 2ðrqÞ 2 1
dV dX2r
2V ¼0 ð10:2Þ
Equation 10.2 is a homogeneous equation with constant coefficients, so we can look for solutions of the formV¼exp (mX). This gives:
m2þ 2ðrqÞ 2 1
m2r
2¼0 ð10:3Þ
which can be solved to yield:
m1¼1 2
2ðrqÞ 2 þ1
þ1 2
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi 2ðrqÞ
2 1
2
þ8r 2 s
ð10:4Þ and
m2¼1 2
2ðrqÞ 2 þ1Þ
1 2
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi 2ðrqÞ
2 1
2
þ8r 2 s
ð10:5Þ The general solution to Equation 10.2 is therefore:
VðXÞ ¼A1expðm1XÞ þA2expðm2XÞ ð10:6Þ
However, since we are solving Equation 10.1 we would like the solution in terms of the asset price S. So re-substituting S¼exp (X), and using the fact that exp (aX)¼exp (X)a, we obtain:
A1expðm1XÞ ¼A1ðexpðXÞÞm1¼A1Sm1 and
A2expðm2XÞ ¼A2ðexpðXÞÞm2¼A2Sm2
Numeric methods and single asset American options 117
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The general solution of Equation 10.2 as a function ofSis therefore:
VðSÞ ¼A1Sm1þA2Sm2 ð10:7Þ
If we assume that (2(rD)=2)>1 then m1>0 and m2<0. (Note: When (2(rD)=2)<1,m1<0 andm2>0.)
For the perpetual American put asS! 1we haveP(S, E)!0. This means that the coefficientA1in Equation 10.7 must be zero, andP(S,E)¼A2Sm2. Suppose we decide that we will exercise the option whenSS , whereS is termed thecritical value of S, then the payoff (which is positive) atS¼S will be
PðS ;EÞ ¼ES ð10:8Þ
This gives
PðS ;EÞ ¼A2ðSÞm2¼ES ð10:9Þ Solving forA2 gives:
A2¼ES
ðS Þm2 ð10:10Þ
So we have:
PðS;EÞ ¼ ðES Þ S S
m2
ð10:11Þ We are now going to find the value ofS which maximizes the option value at any time before exercise. Differentiating Equation 10.11 and setting the value to zero we have:
@
@S ðESÞ S S
m2
¼ 1 S
S S
m2
S m2ðES Þ
f g ¼0
and
S m2ðES Þ ¼0; so S ¼ E 11=m2
So substituting into Equation 10.10 results in:
A2¼1 m2
E 11=m2
1m2
When there are no dividends,q¼0, we have from Equation 10.5 that m2¼1
2 2r
2 þ1
1 2
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi 2r
21
2
þ8r 2 s
ð10:12Þ but
2r 21
2
þ8r
2¼ 1þ2r 2
2
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Therefore m2¼1
2 2r
2þ12r 21
and m2¼2r
2 ð10:13Þ
Substituting form2andA2in Equation 10.9 we thus obtain the value for a perpetual American put without dividends as:
PðS;EÞ ¼2S2r=2 2r
E 1þ ð2=2rÞ
1þð2r=2Þ
ð10:14Þ see Merton (1973), Equation 52, p. 174.
10.2.2 The perpetual American call
Here we derive the value,C(S,E), for a perpetual American call with strike priceE on an asset of current value S. For the perpetual American call asS!0 we have C(S,E)!0. In the previous section we mentioned thatm2<0 which means that the A2Sm2! 1 as S!0. Thus if Equation 10.7 is to yield a finite solution for the perpetual American call we must setA2¼0 and look for solutions of the form:
CðS;EÞ ¼A1Sm1
The payoff for the call option is max (SE, 0), so whenS ¼Swe have:
CðS;EÞ ¼S E¼A1ðS Þm1 ð10:15Þ and
A1¼ðS EÞ
ðS Þm1 ð10:16Þ
This gives
CðS;EÞ ¼ ðS EÞ S S
m1
ð10:17Þ As in Section 10.2.1 we find the value S which maximizes the option value by differentiating Equation 10.17 w.r.t.S and setting the value to zero. This yields:
@
@S ðES Þ S S
m1
¼ 1 S
S S
m1
S m1ðS EÞ
f g ¼0
and
S m1ðS EÞ ¼0; so S ¼ E 11=m1
ð10:18Þ Numeric methods and single asset American options 119
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Now usingA1¼(S E)=(S )m1we obtain A1¼ Ef1=ð11=m1Þ 1g
Em1nð11=m1Þð11=m1Þm11o
¼ 1
Em11ð11þ1=m1Þð11=m1Þm11 A1¼ 1
m1
11=m1
E
m11
¼ 1 m1
E 11=m1
1m1
ð10:19Þ Therefore the value of the perpetual American call option is:
CðS;EÞ ¼ 1 m1
E 11=m1
1m1
Sm1 ð10:20Þ
When there are no dividends,q¼0, we have from Equation 10.4 that m1¼1
2 2r
2 þ1
þ1 2
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi 2r
21
2
þ8r 2 s
ð10:21Þ but
2r 21
2
þ 8r
2¼ 1þ2r 2
2
ð10:22Þ so substituting into Equation 10.21 we obtain
m1¼1 2 2r
2þ1þ2r 2þ1
¼1 ð10:23Þ
Settingm1¼1 in Equation 10.18 we thus find thatS ¼ 1. Therefore from Equa- tion 10.16:
A1¼ðS EÞ
ðS Þm1 ¼ðS EÞ
ðSÞ ¼1 ð10:24Þ
This means that the value of a perpetual American call with zero dividends is:
CðS;EÞ ¼A1Sm1¼1S¼S ð10:25Þ 10.2.3 Perpetual European options
We can easily derive expressions for perpetual European options by using the Black–
Scholes formulae given in Section 9.3.3. It can be seen that as the option maturity,, tends to infinityd1!1andd2!1. This means that for perpetual options we should use N1(d1)1 andN1(d2)0 in the Black–Scholes formulae. Therefore whenq>0, we have c(S,E)0 andp(S,E)0. Also whenq¼0 we havec(S,E)Sandp(S,E)0.
The value of a European call (whenq¼0) is therefore:
cðS;EÞ ¼CðS;EÞ ¼S ð10:26Þ
which means that, when there are no dividends, the perpetual American call and the perpetual European call options have the same value; the current asset priceS.
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10.2.4 Perpetual European down and out call
Here we find the value of a perpetual down and out European call barrier option, see Merton (1973).
Let the exercise price beEand the barrier be atBwhereB<E.
Since the Black–Scholes partial differential equation governs the price of the option we can, as before, look for solutions of the form:
cðS;EÞdo¼A1Sm1þA2Sm2 ð10:27Þ subject to the boundary conditions: (i) cdo(B,E)¼0 and (ii)c(1,E)do¼S, see the previous section.
From (i) we have:
cdoðB;EÞ ¼A1Bm1þA2Bm2¼0; so A1¼ A2Bm2m1 Therefore
cdoðS;EÞ ¼ A2Bm2m1Sm1þA2Sm2 From (ii), asS! 1:
cdoðS;EÞ ¼ A2Bm2m1Sm1þA2Sm2¼S
However, sincem2<0, we haveA2Sm2!0, asS! 1, giving cdoðS;EÞ ¼ A2Bm2m1Sm1¼S
So
A2¼ S1m1
Bm2m1 and cdoðS;EÞ ¼S1m1Sm1Bm2m1
Bm2m1 S1m1Sm2 Bm2m1 which results in:
cdoðS;EÞ ¼SS1þm2m1
Bm2m1 ð10:28Þ
When there are no dividends (q¼0) we have already shown in Sections 10.2.1 and 10.2.2 thatm1 ¼1 andm2¼ 2r=2so the value of a perpetual down and out call is (see Merton (1973)):
cdoðS;EÞ ¼S Sm2
Bm21¼SB S B
2r=2
ð10:29Þ
10.3 APPROXIMATIONS FOR VANILLA AMERICAN OPTIONS