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Asymptotic expansions in the CLT containing the last known moment in the main part - MaRDI portal

Asymptotic expansions in the CLT containing the last known moment in the main part (Q6187955)

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scientific article; zbMATH DE number 7798251
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Asymptotic expansions in the CLT containing the last known moment in the main part
scientific article; zbMATH DE number 7798251

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    Asymptotic expansions in the CLT containing the last known moment in the main part (English)
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    1 February 2024
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    Let \(\xi_1,\xi_2,\ldots\) be a sequence of independent and identically distributed random variables, each with zero mean, unit variance and a density function which is symmetric around zero. The authors give an asymptotic expansion for the density function of the normalized sum \((\xi_1+\cdots+\xi_n)n^{-1/2}\) in terms of moments and similar quantities, and the Hermite polynomials. An explicit bound is given on the remainder term in this expansion.
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    central limit theorem
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    asymptotic expansions
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    accuracy of approximation
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    explicit estimates
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    Chebyshev-Hermite polynomials
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    Senatov moments
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