SPECTRAL REPRESENTATION AND ERGODICITY OF ASYMPTOTICALLY STATIONARY PROCESSES |
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Authors: | VV Anh KE Lunney |
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Institution: | School of Mathematics, Queensland University of Technology, GPO Box 2434, Brisbane, Qld 4001, Australia. |
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Abstract: | A second order process with mean zero and covariance is asymptotically stationary if lim ds exists for every; this limit then defines the covariance function of the process. The paper establishes the spectral representation for the covariance function and a mean ergodic theorem for the process. When stationarity is assumed, the results reduce to the well-known corresponding theorems for stationary processes. |
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Keywords: | Asymptotically stationary processes ergodicity harmonizable processes nonstationary processes spectral representation |
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