On the age distribution of a Markov chain
- 1 March 1978
- journal article
- Published by Cambridge University Press (CUP) in Journal of Applied Probability
- Vol. 15 (1) , 65-77
- https://doi.org/10.2307/3213237
Abstract
This paper develops the notion of the limiting age of an absorbing Markov chain, conditional on the present state. Chains with a single absorbing state {0} are considered and with such a chain can be associated a return chain, obtained by restarting the original chain at a fixed state after each absorption. The limiting age, A(j), is the weak limit of the time given Xn = j (n → ∞).A criterion for the existence of this limit is given and this is shown to be fulfilled in the case of the return chains constructed from the Galton–Watson process and the left-continuous random walk. Limit theorems for A (J) (J → ∞) are given for these examples.Keywords
This publication has 18 references indexed in Scilit:
- The age distribution of Markov processesJournal of Applied Probability, 1977
- A Conditional Local Limit Theorem for Recurrent Random WalkThe Annals of Probability, 1975
- A Limit Theorem for a Branching Process with State-Dependent ImmigrationThe Annals of Mathematical Statistics, 1971
- A branching process with a state dependent immigration componentAdvances in Applied Probability, 1971
- La densité de la loi-limite d'un processus en cascade expansifProbability Theory and Related Fields, 1971
- La fonction de Green d'un processus de Galton-WatsonStudia Mathematica, 1970
- Strong renewal theorems with infinite meanTransactions of the American Mathematical Society, 1970
- Ratio limit theorems for Markov chainsProceedings of the American Mathematical Society, 1964
- Some Tauberian theorems and the asymptotic behavior of probabilities of recurrent eventsJournal of Mathematical Analysis and Applications, 1963
- Published by European Mathematical Society - EMS - Publishing House GmbH ,1962