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Weak convergence of stochastic integrals

Published 1 Apr 2025 in math.PR | (2504.00733v1)

Abstract: In this paper we provide sufficient conditions for sequences of stochastic processes of the form $\int_{[0,t]} f_n(u) \theta_n(u) du$, to weakly converge, in the space of continuous functions over a closed interval, to integrals with respect to the Brownian motion, $\int_{[0,t]} f(u)W(du)$, where ${f_n}n$ is a sequence satisfying some integrability conditions converging to $f$ and ${\theta_n}_n$ is a sequence of stochastic processes whose integrals $\int{[0,t]}\theta_n(u)du$ converge in law to the Brownian motion (in the sense of the finite dimensional distribution convergence), in the multidimensional parameter set case.

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