Section 9.4
Stochastic integration and the spectral representation
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Problem 9.4.1
Let be the spectral process of a stationary process with zero mean and unit variance. Show that the increments of have zero means.
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Origin: Stated according to the original source
Problem 9.4.2
Let be a discrete-time stationary process having zero means, continuous strictly positive spectral density function , and with spectral process . Let
Show that is a sequence of uncorrelated random variables with zero means and unit variances.
Show that may be represented as a moving average where the are constants satisfying
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Origin: Stated according to the original source
Problem 9.4.3
Let be a discrete-time stationary sequence with zero mean and unit variance, and whose fdds are of the multivariate-normal type. Show that the spectral process of has independent increments having normal distributions.
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Origin: Stated according to the original source