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Skorokhod's representation theorem : ウィキペディア英語版
Skorokhod's representation theorem
In mathematics and statistics, Skorokhod's representation theorem is a result that shows that a weakly convergent sequence of probability measures whose limit measure is sufficiently well-behaved can be represented as the distribution/law of a pointwise convergent sequence of random variables defined on a common probability space. It is named for the Ukrainian mathematician A.V. Skorokhod.
==Statement of the theorem==

Let \mu_n, n \in \mathbb be a sequence of probability measures on a metric space S such that \mu_n converges weakly to some probability measure \mu_\infty on S as n \to \infty. Suppose also that the support of \mu_\infty is separable. Then there exist random variables X_n defined on a common probability space (\Omega,\mathcal,\mathbf) such that the law of X_n is \mu_n for all n (including n=\infty)
and such that X_n converges to X_\infty, \mathbf-almost surely.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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