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Inference on Periodograms of Infinite Dimensional Discrete Time Periodically Correlated Processes

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Functional and Operatorial Statistics

Part of the book series: Contributions to Statistics ((CONTRIB.STAT.))

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In this work we shall consider two classes of periodically correlated processes with values in separable Hilbert spaces: weakly second order and strongly second order. It is proved that the sample Fourier transforms are asymptotically uncorrelated and the periodograms are asymptotically unbiased for corresponding spectral densities.

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References

  1. Bosq, D. Linear Processes in Function Spaces. Theory and Applications. Lecture Notes in Statistics, 149, Springer, Berlin. (2000).

    Google Scholar 

  2. Gladyshev, E. G.: Periodically correlated random sequences. Soviet Math. Dokl., 2 385-388 (1961).

    MATH  Google Scholar 

  3. Gihman,I. I. and Skorohod, A. V. The Theory of Stochastic Processes. Springer-Verlag, Berlin. (1974).

    MATH  Google Scholar 

  4. Hurd, H. L.: Representation of strongly harmonizable periodically corrolated processes and their covariance. J. Mult. Anal 29, 53-67 (1989).

    Article  MATH  MathSciNet  Google Scholar 

  5. Ledoux, M and Talagrand, M.: Probability in Banach spaces. Springer-Verlag, Berlin. (1991).

    MATH  Google Scholar 

  6. Makagon, A., Miamee, A. G. Salehi, H. and A.R. Soltani (2007). On spectral domain of periodically correlated processes. Theor Prob. Their Appl. 52 (2), 1-12, 2007.

    Google Scholar 

  7. Mandrekar, V., and Salehi, H.: On Singularity and Lebesgue type decomposition for Operator-Valued measures. J. Multivariate Anal. 2, 167-185. (1971).

    Article  MathSciNet  Google Scholar 

  8. Miamee, A.G.: On B(X, K) -Valued Stationary Stochastic Processes. Indiana Uni-versity Mathematics Journal, 25 (10), 921-932 (1976).

    Article  MATH  MathSciNet  Google Scholar 

  9. Pourahmadi, M. and Salehi, H.: On subordination and linear transformation of har-monizable and periodically correlated processes, in probability Theory on Vector Spaces, III (Lublin), Berline-New York, Springer, 195-213 (1983).

    Google Scholar 

  10. Rozanov, Yu. A.: Some approximation problems in the theory of stationary processes. J. Multivariate Anal. 2, 135-144 (1972).

    Article  MathSciNet  Google Scholar 

  11. Rudin, W.: Functional analysis. New York, McGraw Hill. (1976).

    Google Scholar 

  12. Soltani, A. R. and Azimmohseni, M.: Periodograms Asymptotic Distributions in Pe-riodically orrelated Processes and Multivariate Stationary Processes: An Alternative Approach. J. Statistical Planning and Inference, 137 (4), 1236-1242 (2007).

    Article  MATH  MathSciNet  Google Scholar 

  13. Soltani, A. R. and Shishebor, Z.: A spectral representation for weakly periodic se-quences of bounded linear transformations. Acta Math. Hungary. 80, 265-270 (1998).

    Article  MATH  MathSciNet  Google Scholar 

  14. Soltani, A. R. and Shishebor, Z.: On in nite dimentional discrete time dependent periodically correlated processes. Rocky Mountain Math J, 37 (3), 1043-1058 (2007).

    Article  MATH  MathSciNet  Google Scholar 

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Shishebor, Z., Soltani, A.R., Zamani, A. (2008). Inference on Periodograms of Infinite Dimensional Discrete Time Periodically Correlated Processes. In: Functional and Operatorial Statistics. Contributions to Statistics. Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-2062-1_44

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