The central limit theorem for empirical and quantile processes in some Banach spaces (Q1802316)

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scientific article; zbMATH DE number 203255
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The central limit theorem for empirical and quantile processes in some Banach spaces
scientific article; zbMATH DE number 203255

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    The central limit theorem for empirical and quantile processes in some Banach spaces (English)
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    30 January 1994
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    Let \(\alpha_ n(t)\), \(0<t<1\), \(n\in N\), be a sequence of empirical processes constructed by means of a sequence of independent uniformly distributed on \((0,1)\) random variables. The sequence of finite- dimensional distributions of \((\alpha_ n)\) converges weakly to those of Brownian bridge \(B(t)\), \(0\leq t\leq 1\). Let also \(X\) be a Banach function space on \((0,1)\) such that the realizations of \(B\) and \(\alpha_ n\), \(n\in N\), belong to \(X\) a.s. Then, for which \(X\) we can say that the sequence of distributions of \(\alpha_ n\), \(n\in N\), in \(X\) converges weakly to the distribution of \(B\) in \(X\)? This question is answered affirmatively when \(X\) is the Orlicz space \(L_ \Phi\), where \(\Phi\) satisfies the \(\Delta_ 2\)-condition. This is derived from obvious results concerning the CLT in Banach spaces.
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    \(p\)-convexity
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    \(q\)-concavity
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    empirical processes
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    Brownian bridge
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    Orlicz space
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    central limit theorem in Banach spaces
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