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On the stationary distribution of some extremal Markovian sequences

Published online by Cambridge University Press:  14 July 2016

M. T. Alpuim
Affiliation:
University of Lisbon and CEA (INIC)
E. Athayde*
Affiliation:
University of Lisbon and CEA (INIC)
*
Postal address for both authors: DEIOC, University of Lisbon, 58 Rua da Escola Politécnica, 1294 Lisboa Codex, Portugal.

Abstract

This paper is concerned with the Markovian sequence Xn = Zn max{Xn–1, Yn},n ≧ 1, where X0 is any random variable, {Zn} and {Yn} are independent sequences of i.i.d. random variables both independent of X0. We consider the problem of characterizing the class of stationary distributions arising in such a model and give criteria for a d.f. to belong to it. We develop further results when the Zn's are random variables concentrated on the interval [0, 1], namely having a beta distribution.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1990 

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References

Alpuim, M. T. (1989) An extremal Markovian sequence. J. Appl. Prob. 26, 219232.Google Scholar
Chung, K. L. and Fuchs, W. H. J. (1951) On the distribution of values of sums of random variables. Mem. Amer. Math. Soc. 6, 112.Google Scholar
Daley, D. J. and Haslett, J. (1982) A thermal energy storage process with controlled input. Adv. Appl. Prob. 14, 257271.Google Scholar
Feller, W. (1971) An Introduction to Probability Theory and its Applications, Vol. II. Wiley, New York.Google Scholar
Haslett, J. (1979) Problems in the stochastic storage of a solar thermal energy. In Analysis and Optimization of Stochastic Systems, ed. Jacobs, O. Academic Press, London.Google Scholar
Helland, I. S. and Nilsen, T. S. (1976) On a general random exchange model J. Appl. Prob. 13, 781790.Google Scholar
Hooghiemstra, G. and Keane, M. (1985) Calculation of the equilibrium distribution for a solar energy storage model J. Appl. Prob. 22, 852864.Google Scholar
Hooghiemstra, G. and Scheffer, C. L. (1986) Some limit theorems for an energy storage model. Stoch. Proc. Appl. 22, 121127.Google Scholar
Todorovic, P. and Gani, J. (1987) Modeling the effect of erosion on crop production. J. Appl. Prob. 24, 787797.CrossRefGoogle Scholar