Joint Continuity of Conditional Expectation under Mean-Square Convergence
lemmaProbabilitylem:conditional-expectation-joint-continuity-2026aLet be a probability space. Let be a sequence of square-integrable random variables and a square-integrable random variable on such that the mean-square distances have limit . Let be a sequence of sub--algebras of that converges in mean square to a sub--algebra of .
Then for every choice of conditional expectations of given () and of given , the real sequence has limit . In the notation of Conditional Expectation of a Square-Integrable Random Variable:
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