Rate of convergence in the central limit theorem for random variables with strong mixing (Q762831)

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scientific article; zbMATH DE number 3890435
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Rate of convergence in the central limit theorem for random variables with strong mixing
scientific article; zbMATH DE number 3890435

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    Rate of convergence in the central limit theorem for random variables with strong mixing (English)
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    1984
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    The convergence rate in the central limit theorem is obtained in case the real random variables \(X_ 1,X_ 2,...,X_ n\) have zero mean and satisfy the strong mixing condition together with the following conditions: \(E(X_ 1+X_ 2+...+X_ n)^ 2\geq c_ 0n\) and \(\max_{1\leq j\leq n}E| X_ j|^ s\leq d,\) where \(0<c_ 0<\infty\) and \(2<s\leq 3\). Various rates of decreasing of mixing coefficients are considered. Our results generalize those of \textit{A. N. Tikhomirov} [Teor. Veroyatn. Primen. 25, 800-818 (1980; Zbl 0448.60019); English translation in Theory Probab. Appl. 25, 790-809 (1981)] to the case of not necessary stationary random variables.
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    convergence rate
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    central limit theorem
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    strong mixing condition
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