A uniform estimate for the rate of convergence in the multidimensional central limit theorem for homogeneous Markov chains (Q1914764)
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scientific article; zbMATH DE number 894075
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A uniform estimate for the rate of convergence in the multidimensional central limit theorem for homogeneous Markov chains |
scientific article; zbMATH DE number 894075 |
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A uniform estimate for the rate of convergence in the multidimensional central limit theorem for homogeneous Markov chains (English)
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5 January 1997
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A uniform estimate is obtained for the remainder term in the central limit theorem (CLT) for a sequence of random vectors \(f(x_1), f(x_2), \dots\) forming a homogeneous Markov chain with arbitrary set of states. This estimate is obtained for \(\sup_{A\in B^k_0} |P_n- \Phi (A)|\) without assumption of the finiteness of \(\sup_{\xi\in X} \int_X |f(\eta) |^3 P(\xi, d\eta)\). CLT for sequences of random vectors \(f(x_1), f(x_2), \dots\) with condition of finiteness of the absolute second moment of the transition probabilities is proved, too.
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rate of convergence
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uniform estimate
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remainder term in the central limit theorem
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homogeneous Markov chain
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0.98437345
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0.97479665
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0.95975506
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0.9231432
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