Problem bank

Problem 193 of 333MediumStochastic CalculusP193

Left versus right Riemann sums for W dW

  1. Split [0,T][0, T] into nn equal steps ti=iT/nt_i = iT/n and let ΔWi=Wti+1−Wti\Delta W_i = W_{t_{i+1}} - W_{t_i} for a standard Brownian motion WW. Define

    Ln=∑i=0n−1Wti ΔWi,Rn=∑i=0n−1Wti+1 ΔWi.L_n = \sum_{i=0}^{n-1} W_{t_i}\,\Delta W_i, \qquad R_n = \sum_{i=0}^{n-1} W_{t_{i+1}}\,\Delta W_i.

    Find E[Ln]E[L_n] and E[Rn]E[R_n], and the limits of LnL_n and RnR_n as n→∞n \to \infty. Which one defines the Itô integral ∫0TW dW\int_0^T W\,dW, and why?