The Couplings of Two Probability Measures on Euclidean Space are Closed under Weak Convergence
lemmaAnalysisProbabilitylem:couplings-weakly-closed-euclidean-2026aA weak limit of couplings of two fixed probability measures on Euclidean space is again a coupling of them.
In the setting of Probability Measures on Euclidean Space and Random Vectors: Standing Notation, let satisfy , let denote the Euclidean distance on , and let , with the set of their couplings.
Let be a sequence with for every , and assume that it converges weakly to on the metric space .
Then .
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