The space of probability measures on with finite second moment, with the quadratic Wasserstein distance, is a complete metric space.
In the settings of The Real Numbers: Standing Notation and Background and The Intrinsic Calculus on the Wasserstein Space: Standing Notation, let be the Wasserstein space with its distance, a metric space by The Quadratic Wasserstein Distance is a Metric on the Wasserstein Space §metric.
(Completeness) is a complete metric space: every Cauchy sequence in it converges to an element of .
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