
Euler discretization error 37
deltas, Delta
i
= ∂
e
i
v
E
Q
[φ(S
v
t
)]; and the gammas, Gamma
i,j
= ∂
e
i
+e
j
v
E
Q
[φ(S
v
t
)]
of the European option of maturity t and payoff φ ((e
1
, . . . , e
d
) is the canonical
base of R
d
). For convenience, let us set x = ln v (i.e., x
i
= ln v
i
) and X
x,i
t
=
ln(S
v,i
t
). X is then the solution to (2.4) with b = µ − kσk
2
/2 ∈ C
∞
b
(R
d
),
where kσk
2
i
(x) =
P
r
j=1
σ
2
i,j
(x). If we set exp(x) = (exp(x
1
), . . . , exp(x
d
)) and
f(x) = φ(exp(x)), we define a function f ∈ E
1
and, since Price = E
Q
[f(X
x
t
)],
(2.13) leads to
Price
n
− Price = C
Price
t
φ(v)/n + O
n
−2
t
−2
exp (c
2
kln vk)
where Price
n
stands for the approximated price E
Q
[f(X
n,x
t
)] and
C
Price
t
φ(v) =
Z
(R
∗
+
)
d
φ(u