Quadratic Variation of Brownian motion
thus
Note that, term by term does not hold. But the sum approximation holds.
Ito’s formula and Ito integrals
as time step goes to zero and the number of terms goes to
and
and
Ito’s formula summary
- Integral form:
- Differential form:
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