Hoeffding decompositions for exchangeable sequences and chaotic representation of functionals of Dirichlet processes. (Q1408178)

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scientific article; zbMATH DE number 1981329
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Hoeffding decompositions for exchangeable sequences and chaotic representation of functionals of Dirichlet processes.
scientific article; zbMATH DE number 1981329

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    Hoeffding decompositions for exchangeable sequences and chaotic representation of functionals of Dirichlet processes. (English)
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    15 September 2003
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    An exchangeable sequence of observations \(\{ X_n, 1\leq n\leq N\}\) is Hoeffding decomposable if for each \(n\) every square integrable centered and symmetric functional of \({\mathbf X}_n =(X_1,...,X_n)\) is the orthogonal sum of \(n\) U-statistics with degenerated and symmetric kernels. A necessary and sufficient condition for an exchangeable sequence to be Hoeffding decomposable is given. It is shown that a class of sequences satisfying this condition is given by generalized urn sequences, specifically, by generalized Pólya urns.
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    exchangeable sequence
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    generalized urn sequences
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    Dirichlet Ferguson processes
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