Computing the Ito integral of w against itself
Question
For a standard Brownian motion , evaluate in closed form and describe the properties of the resulting random variable.
Short answer
. Ito's lemma on gives ; the extra is the Ito correction that ordinary calculus misses. The result has mean and variance , is a martingale in , and is distributed as , so it is skewed and bounded below by .
Adapted from Crack, Heard on the Street, Q2.30, p.29; question and answer rewritten by SelfMadeQuant.com.
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