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Science China Mathematics
Article . 2014 . Peer-reviewed
License: Springer TDM
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Article . 2014
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https://dx.doi.org/10.48550/ar...
Article . 2013
License: arXiv Non-Exclusive Distribution
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Strong representation of weak convergence

Authors: Hu, Jiang; Bai, Zhidong;

Strong representation of weak convergence

Abstract

Skorokhod's representation theorem states that if on a Polish space, there is defined a weakly convergent sequence of probability measures $��_n\stackrel{w}\to��_0,$ as $n\to \infty$, then there exist a probability space $(��, \mathscr F, P)$ and a sequence of random elements $X_n$ such that $X_n\to X$ almost surely and $X_n$ has the distribution function $��_n$, $n=0,1,2,\cdots$. In this paper, we shall extend the Skorokhod representation theorem to the case where if there are a sequence of separable metric spaces $S_n$, a sequence of probability measures $��_n$ and a sequence of measurable mappings $��_n$ such that $��_n��_n^{-1}\stackrel {w}\to��_0$, then there exist a probability space $(��,\mathscr F,P)$ and $S_n$-valued random elements $X_n$ defined on $��$, with distribution $��_n$ and such that $��_n(X_n)\to X_0$ almost surely. In addition, we present several applications of our result including some results in random matrix theory, while the original Skorokhod representation theorem is not applicable.

11 pages

Related Organizations
Keywords

Polish space, Random matrices (probabilistic aspects), Probability (math.PR), FOS: Mathematics, Convergence of probability measures, Skorohod's representation theorem, strong representation of weak convergence, random matrices, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Average
Average
Green
bronze