Glasnik Matematicki, Vol. 57, No. 1 (2022), 129-147. \( \)
EXPONENTIAL MOMENTS OF SIMULTANEOUS HITTING TIME FOR NON-ATOMIC MARKOV CHAINS
Vitaliy Golomoziy
Department of Probability Theory, Statistics and Actuarial Mathematics, Taras Shevchenko National University of Kyiv, 64 Volodymyrska st, Kyiv, 01033, Ukraine
e-mail:vitaliy.golomoziy@univ.kiev.ua
Abstract.
This paper is devoted to studying the first simultaneous hitting time of a given set by two discrete-time, inhomogeneous Markov chains with values in general phase space. Established conditions for the existence of the hitting time's exponential moment. Computable bounds for the exponential moment are obtained under the condition of stochastic dominance.
2020 Mathematics Subject Classification. 60J05, 60J05
Key words and phrases. Markov chains, coupling method, inhomogeneous renewal theory
Full text (PDF) (access from subscribing institutions only)
https://doi.org/10.3336/gm.57.1.09
References:
-
I. M. Andrulytė, E. Bernackaitė, D. Kievinaitė and J. Šiaulys, A Lundberg-type inequality for an inhomogeneous renewal risk model, Mod. Stoch. Theory Appl. 2 (2015), 173–184.
MathSciNet
CrossRef
-
D. P. Connors and P. R. Kumar, Simulated annealing and balance of recurrent order in time-inhomogeneous Markov chains, in: Proceedings of the 26th Conference on Decision and Control, 1987, 2261–2263.
-
R. Dobrushin, Central limit theorems for non-stationary Markov chains I, Teor. Veroyatnost. i Primenen. 1 (1956), 72–89,
MathSciNet
-
R. Dobrushin, Central limit theorems for nonstationary Markov chains II, Teor. Veroyatnost. i Primenen. 1 (1956), 365–425.
MathSciNet
-
R. Douc, E. Moulines, P. Priouret and P. Soulier, Markov chains, Springer, Cham, 2018.
MathSciNet
CrossRef
-
R. Douc, E. Moulines and J. S. Rosenthal, Quantitative bounds on convergence of time-inhomogeneous Markov chains, Ann. Appl. Probab. 14 (2004), 1643–1665.
MathSciNet
CrossRef
-
V. Golomoziy, An estimate for an expectation of the simultaneous renewal for time-inhomogeneous Markov chains, Mod. Stoch. Theory Appl. 3 (2016), 315–323.
MathSciNet
CrossRef
-
V. Golomoziy, Computable bounds of exponential moments of simultaneous hitting time for two time-inhomogeneous atomic Markov chains, in: Procedings of the International Conference on Stochastic Processes and Algebraic Structures, in print.
-
V. Golomoziy, An estimate of the expectation of the excess of a renewal sequence generated by a time-inhomogeneous Markov chain if a square-integrable majorizing sequence exists, Theory Probab. Math. Statist. 94 (2017), 53–62.
MathSciNet
CrossRef
-
V. Golomoziy, An inequality for the coupling moment in the case of two inhomogeneous Markov chains, Theory Probab. Math. Statist. 90 (2015), 43–56.
MathSciNet
CrossRef
-
V. Golomoziy, On estimation of expectation of simultaneous renewal time of time-inhomogeneous Markov chains using dominating sequence, Mod. Stoch. Theory Appl. 6 (2019), 333–343.
MathSciNet
CrossRef
-
V. Golomoziy, Estimates of stability of transition probabilities for non-homogeneous Markov chains in the case of the uniform minorization, Theor. Probability and Math. Statist. 101 (2020), 85–101.
-
V. Golomoziy and N. Kartashov, Maximal coupling and stability of discrete inhomogeneous Markov chains, Theory Probab. Math. Statist. 91 (2014), 17–27.
MathSciNet
CrossRef
-
V. Golomoziy and N. Kartashov, On the integrability of the coupling moment for time-inhomogeneous Markov chains, Theory Probab. Math. Statist. 89 (2014), 1–12.
MathSciNet
CrossRef
-
V. Golomoziy and Y. Mishura, Stability estimates for finite-dimensional distributions of time-inhomogeneous Markov chains, Mathematics 2020, 8, 174.
CrossRef
-
Y. Kartashov, V. Golomoziy and N. Kartashov, The impact of stress factors on the price of widow's pensions, in: Modern problems in insurance mathematics, Springer, Cham, 2014, pp. 223–237.
MathSciNet
-
N. Kartashov and V. Golomoziy, Maximal coupling and stability of discrete Markov chains. I, Theory Probab. Math. Statist. 86 (2013), 93–104.
MathSciNet
CrossRef
-
N. Kartashov and V. Golomoziy, Maximal coupling procedure and stability of discrete Markov chains. II, Theory Probab. Math. Statist. 87 (2013), 65–78.
MathSciNet
CrossRef
-
R. W. Madsen, A note on some ergodic theorems of A. Paz, Ann. Math. Statist. 42 (1971), 405–408.
MathSciNet
CrossRef
-
S. Meyn and R.L. Tweedie, Markov chains and stochastic stability, Cambridge University Press, Cambridge, 2009.
MathSciNet
CrossRef
-
J. Neveu, Mathematical foundations of the calculus of probability, Holden-Day, Inc., San Francisco–London–Amsterdam, 1965.
MathSciNet
-
E. Nummelin, A splitting technique for Harris recurrent Markov chains, Z. Wahrsch. Verw. Gebiete 43 (1978), 309–318.
MathSciNet
CrossRef
-
D. Revuz, Markov chains, North-Holland Publishing Co., Amsterdam, 1984.
MathSciNet
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