On normal approximation rates for certain sums of dependent random variables (Q1891021)

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scientific article; zbMATH DE number 758528
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On normal approximation rates for certain sums of dependent random variables
scientific article; zbMATH DE number 758528

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    On normal approximation rates for certain sums of dependent random variables (English)
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    27 September 1995
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    One of the difficulties in applying Stein's method for normal approximation is that the error estimates obtained are most naturally expressed in terms of a Wasserstein distance, and conversion to Kolmogorov distance with the same rate is usually difficult. A delicate analysis of the error terms arising in \textit{Ch. Stein}'s argument [``Approximate computation of expectations'' (1986; Zbl 0721.60016)] enables a Kolmogorov bound of the natural order to be obtained for sums of bounded random variables with a reasonably local dependency graph. All sorts of counts arising from Bernoulli random graphs can be treated using the result.
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    Stein's method
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    Wasserstein distance
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    Kolmogorov distance
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    Bernoulli random graphs
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