Abstract
In this paper, an extension of the weakly harmonizable class of processes is considered. This class, termed almost periodic contractive harmonizable, is based upon the natural contractive operator associated with harmonizable processes. A spectral representation of these processes is obtained. A relation between the almost periodic contractive harmonizable and the oscillatory harmonizable classes is considered. The paper concludes with a series representation for the almost periodic contractive harmonizable class.
Similar content being viewed by others
References
Besicovitch, A.S., 1954. Almost Periodic Functions. Dover Publications, Inc., New York.
Chang, D.K., Rao, M.M., 1986. Bimeasures and nonstationary processes. Real and Stochastic Analysis, 7–118, John Wiley and Sons, New York.
Hurd, H.L., 1992. Almost periodically unitary stochastic processes. Stochastic Processes and Applications, 43(1), 99–113.
Joyeux, R., 1987. Slowly changing processes and harmonizability. Journal of Time Series Analysis, 8(4).
Ogura, H., 1971. Spectral representation of a periodic nonstationary random process. IEEE Trans., IT-17(2), 143–149.
Priestly, M.B., 1981. Spectral Analysis and Time Series, Volumes 1 and 2. Academic Press, London.
Rao, M.M., 1984. Harmonizable processes: structure theory. L’Enseign Math., 28, 295–351.
Riesz, F., Sz-Nagy, B., Functional Analysis. Dover, New York.
Rozanov, Yu., 1959. Spectral analysis of abstract functions. Theor. Prob. Appl., 4, 271–287
Rozanov, Yu., 1967. Stationary Random Processes. Holden-Day, San Francisco
Swift, R.J., 1997a. An operator characterization of oscillatory harmonizable processes. Stochastic Processes and Functional Analysis, Goldstein, J., Gretsky, N., Uhl, J.J. (Editors), Marcel Dekker, New York, 235–243.
Swift, R.J., 1997b. Some aspects of harmonizable processes and fields. Real and Stochastic Analysis: Recent Advances, 303–365, CRC Press, New York.
Yaglom, A.M., 1987. Correlation Theory of Stationary and Related Random Functions, Volumes 1 and 2. Springer-Verlag, New York.
Author information
Authors and Affiliations
Corresponding author
Additional information
Dedicated to Professor M.M. Rao, advisor and friend, on the occasion of his 80th birthday.
Rights and permissions
About this article
Cite this article
Swift, R.J. A Spectral Representation of a Class of Nonstationary Processes. J Stat Theory Pract 5, 515–523 (2011). https://doi.org/10.1080/15598608.2011.10412043
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1080/15598608.2011.10412043