Second moment of a Gaussian-kernel stochastic integral

Let WtW_t be a standard Brownian motion. Find the variance of X=02teWt2/8dWtX = \displaystyle\int_0^2 \sqrt{t}\,e^{W_t^2/8}\,dW_t.

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  1. Itô isometry: Var(X)=E[02teWt2/4dt]=02tE[eWt2/4]dt\operatorname{Var}(X)=\mathbb{E}[\int_0^2 t\,e^{W_t^2/4}\,dt]=\int_0^2 t\,\mathbb{E}[e^{W_t^2/4}]\,dt.
  2. E[eWt2/4]=(1t/2)1/2\mathbb{E}[e^{W_t^2/4}]=(1-t/2)^{-1/2}; then 02t(1t/2)1/2dt=163\int_0^2 t(1-t/2)^{-1/2}dt=\tfrac{16}{3}.

Answer

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5.3333 (± 0.02)

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Asked at: Jane Street, Citadel

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