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Discrete time periodically correlated Markov processes

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Języki publikacji
EN
Abstrakty
EN
We consider a discrete time periodically correlated process {Xn} which is also Markov in the wide sense. We provide closed formulas for the covariance function R (n, m) = EXn, Xm, and for the spectral density f = [fj,k,] of such a process. Interestingly, we observe that the covariance function, and also the spectral density, is fully specified only by the values of {R(j,j), R(j, j+1), j = 0, 1, ..., T-l}, where T is the period of the process.
Rocznik
Strony
127--140
Opis fizyczny
Bibliogr. 11 poz.
Twórcy
  • Department of Statistics, College of Science, Shiraz University, Shiraz 71454, Iran
  • Department of Statistics, College of Science, Shiraz University, Shiraz 71454, Iran
Bibliografia
  • [1] I. S. Borisov, On a criterion for Gaussian random processes to be Markovian, Theory Probab. Appl. 27 (1982), pp. 863-865.
  • [2] P. J. Brockwell and R. A. Davis, Time Series: Theory and Method, Springer, New York 1991.
  • [3] J. L. Doob, Stochastic Processes, Wiley, New York 1953.
  • [4] W. A. Gardner, Cyclostationarity in Communications and Signal Processing, IEEE Press, New York 1994.
  • [5] E. G. Gladyshev, Periodically correlated random sequences, Soviet Math. Dokl. 2 (1961), pp. 385-388.
  • [6] H, L. Hurd, Periodically correlated processes with discontinuous correlation functions, Theory Probab. Appl. 19 (19743, pp. 834-838.
  • [7] A. Makagon, A. G. Miamee and H. Salehi, Continuous times periodically correlated processes: spectrum and predictions, Stochastic Process. Appl. 49 (1994), pp. 277-295.
  • [8] C. B. Mehr and J. A. Mcfadden, Certain properties of Gaussian processes and their first-passage times, J. Roy. Statist. Soc. Ser. B 27 (3) (1965), pp. 505-522.
  • [9] A. G. Miamee, Periodically correlated processes and their stationary dilations, SIAM J. Appl. Math. 50 (1940), pp. 1194-1199.
  • [10] Y. A. Rozanov, Stationary Random Processes, Holden-Day, San Francisco 1967.
  • [11] A. R. Soltani and Z. Shishebor, A spectral representation for weakly periodic sequences of bounded- linear transformations, Acta Math. Hungar. 80 (3) (14981, pp, 265-270.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-a56d47ff-2d67-4a2c-a6a8-406c35384e72
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