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ON THE COVARIANCE OF THE PERIODOGRAM

Harald E. Krogstad

Journal of Time Series Analysis, 1982, vol. 3, issue 3, 195-207

Abstract: Abstract. The paper discusses the covariance of the periodogram from a zero mean fourth order stationary stochastic process. The fourth order cumulant term appearing in the covariance is shown to be a convolution between the fourth order cumulant spectrum and a bounded approximate identity, and this gives precise results about its asymptotic behaviour. The covariance is also studied both pointwise and as a measure of two variables. This leads to necessary and sufficient conditions for mean square consistency of estimates of the spectral moments and related parameters.

Date: 1982
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https://doi.org/10.1111/j.1467-9892.1982.tb00342.x

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