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Interpreting the rule that dW squared equals dt

Question

In stochastic calculus one writes (dWt)2=dt(dW_t)^2=dt. What does this shorthand actually mean?

Short answer

It encodes the quadratic variation of Brownian motion. Over a partition of [0,t][0,t], ∑(ΔW)2\sum(\Delta W)^2 has mean tt and variance 2∑(Δt)2→02\sum(\Delta t)^2\to0, so it converges to the deterministic value tt. Each squared increment is random, but in aggregate they behave like dtdt. Hence in Ito's formula (dW)2(dW)^2 is replaced by dtdt, while dW dtdW\,dt and (dt)2(dt)^2 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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