Interpreting the rule that dW squared equals dt
Question
In stochastic calculus one writes . What does this shorthand actually mean?
Short answer
It encodes the quadratic variation of Brownian motion. Over a partition of , has mean and variance , so it converges to the deterministic value . Each squared increment is random, but in aggregate they behave like . Hence in Ito's formula is replaced by , while and are negligible.
Adapted from Joshi, Denson & Downes, Quant Job Interview Questions and Answers, Q3.53, p.85; question and answer rewritten by SelfMadeQuant.com.
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