Prokhorov's Theorem on Euclidean Space: a Tight Sequence of Probability Measures Has a Weakly Convergent Subsequence
theoremAnalysisProbabilitythm:prokhorov-sequential-euclidean-2026aEvery tight sequence of Borel probability measures on a Euclidean space has a subsequence converging weakly to a Borel probability measure on that space.
In the setting of Probability Measures on Euclidean Space and Random Vectors: Standing Notation, let satisfy and let be the Euclidean distance on , so that is a metric space whose Borel -algebra is by Probability Measures on Euclidean Space and Random Vectors: Standing Notation §spaces, and each is a Borel measure on it with .
Let be a sequence whose terms belong to , and assume that it is tight in .
Then there exist a sequence in that is strictly increasing and a measure such that the subsequence converges weakly to on the metric space .
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