Limit theorems for stopped functionals of Markov renewal processes (Q1807969)

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scientific article; zbMATH DE number 1368798
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Limit theorems for stopped functionals of Markov renewal processes
scientific article; zbMATH DE number 1368798

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    Limit theorems for stopped functionals of Markov renewal processes (English)
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    26 June 2000
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    Some results of \textit{A. Gut} [``Stopped random walks. Limit theorems and applications'' (1988; Zbl 0634.60061)] are extended to a Markov renewal process for which the usual counting process \((N(t), t\geq 0)\) has inter-arrival times \(X_n\) and associated rewards \(Y_n\) jointly controlled by a Harris-recurrent Markov chain \((M_n, n\geq 0)\). Attention focusses on limit theorems (SLLN, CLT, LIL and moment convergence) for functionals \(\sum^{N(t)}_{n= 1} f(M_n, X_n,Y_n)\). In the proofs extensive use is made of renewal theory for 1-dependent variables according to \textit{S. Janson} [Ann. Probab. 11, 558-568 (1993; Zbl 0514.60086)]. Applications to chromatography are discussed.
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    Markov renewal process
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    semi-Markov process
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    stopped sums
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    law of large numbers
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    central limit theorem
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    law of the iterated logarithm
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    chromatography
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