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Originally, autocorrelation/autocovariance function is used to
estimate
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the dominant periods in the time series.
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The autocovariance is the covariance of a variable with itself at
some
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other time, measured by a time lag (or lead) t.
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The autocovariance as a function of the time lag (t and L):
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