Occupation approximations for Brownian local time
ID: occupation-approximations-for-brownian-local-time
For Brownian motion started at zero, let equal outside and inside. Its derivative is the clipped sign function . The Itô integral converges uniformly on bounded time intervals in to a continuous martingale , by the Itô isometry and Doob L2 maximal inequality: the squared maximal error is at most . The Itô formula gives . Along , the maximal errors are summable, so First Borel-Cantelli lemma gives uniform almost-sure convergence. The ratio-one interpolation for shrinking-window occupation integrals extends it to every integer . The limit is , the local time of a semimartingale in the Tanaka formula convention. The unnormalized factor gives twice this limit.
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