For independent Brownian motions , the strong law for Brownian motion makes finite almost surely, so bracket localization gives an almost sure limit of the stochastic integral. The arctangent transform of a two-noise affine diffusion and endpoint convergence of a bounded angle diffusion identify its distribution function as . Conditional Gaussianity rules out atoms.
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