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