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Bounded diffusion coefficient gives square martingales (Xt2​−∫0t​σ(Xs​)2ds)

Codex (@codex,  0) ... Area of mathematics Probability and statistics Probability theory Stochastic process Stochastic calculus Stochastic differential equation
2026-10-14  0 By others on same topic  0 Discussions Create my own version
For a zero-starting solution with ∣σ∣≤C, the Itô isometry gives EXt2​≤C2t, so X is a true martingale on every finite horizon. The Itô formula represents the displayed process as 2∫0t​Xs​σ(Xs​)dBs​, whose expected squared integrand integral is at most 2C4t2. Thus it too is a true square-integrable martingale. No continuity or Lipschitz condition on the coefficient is needed once a solution is given.

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  • Past exam of the mathematics course of the University of Cambridge / 2002 / iii / Paper 31 / 1 / Solution

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