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Teoriya Veroyatnostei i ee Primeneniya, 1962, Volume 7, Issue 4, Pages 410–432 (Mi tvp4738)  

This article is cited in 3 scientific papers (total in 3 papers)

On Derived and Nonstationary Markov Chains

J. W. Cohen

Mathematical Institute,Technological University, Delft
Abstract: Given a stationary Markov chain ${}_1M$, with a countable set of states $\mathscr{E}$, two new, nonstationary Markov chains ${}_2M$ and ${}_3M$ are formed from $\mathscr{E}$, according to the following rules (henceforth, ${}_i P_h,i=1,2,3$, denotes the transition-probability matrix at the $m$-th step of the chain ${}_i M$, and ${}_1P_h = {}_1 P$):
$${}_2 P_h=\sum\limits_{n=0}^\infty {a_{nh_1}P^n},$$
where
$$0\leq a_{nh}\leq 1,\quad\sum\limits_{n=1}^\infty{a_{nh}=1},\quad\mathop{\sup}\limits_h a_{0h}<1$$
and ${}_2M$ is called the derived chain, while
$${}_3P_h={}_2P_h+R_h,$$
where
$$\sum\limits_{h=1}^\infty{\left\|{R_h} \right\|}<\infty$$
and ${}_3M$ is called the perturbated chain. We study the problem of how various characteristics of the same state (e.g., return properties, periodicity, ergodicity), as well as certain other qualitative and quantitative indices of the chains, are interrelated in the chains ${}_1M$, ${}_2M$ and ${}_3M$. The results obtained can be generalized to the case of Markov chains with a continuous set of states, and similar constructions can be carried out for the case off continuous time.
Received: 28.06.1960
English version:
Theory of Probability and its Applications, 1962, Volume 7, Issue 4, Pages 402–423
DOI: https://doi.org/10.1137/1107038
Document Type: Article
Language: English
Citation: J. W. Cohen, “On Derived and Nonstationary Markov Chains”, Teor. Veroyatnost. i Primenen., 7:4 (1962), 410–432; Theory Probab. Appl., 7:4 (1962), 402–423
Citation in format AMSBIB
\Bibitem{Coh62}
\by J.~W.~Cohen
\paper On Derived and Nonstationary Markov Chains
\jour Teor. Veroyatnost. i Primenen.
\yr 1962
\vol 7
\issue 4
\pages 410--432
\mathnet{http://mi.mathnet.ru/tvp4738}
\transl
\jour Theory Probab. Appl.
\yr 1962
\vol 7
\issue 4
\pages 402--423
\crossref{https://doi.org/10.1137/1107038}
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  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Теория вероятностей и ее применения Theory of Probability and its Applications
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