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Bibliographic Details
Main Authors: Amini, Hamed, Amini, Nina H., Chalal, Sofiane, Guo, Gaoyue
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2509.12096
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Table of Contents:
  • We study a family of essentially pairwise independent Brownian motions indexed by a continuum of labels and show how the Fubini extension framework provides a rigorous way to represent such families as a single jointly measurable process. Within this framework, we address two main objectives: first, we show how a system of graphon stochastic differential equations can be reformulated as a single McKean-Vlasov type equation driven by a standard Brownian motion, which significantly facilitates its analysis. Second, we establish a Girsanov theorem for a continuum of essentially pairwise independent Brownian motions.