3.3 Autocorrelation function
(correlogram)
An important guide to the persistence in
a time series is given by the series of
quantities called the sample autocorrelation
coefficients, which measure the correlation
between observations at different times. The set of autocorrelation coefficients
arranged as a function of separation in time
is the sample autocorrelation function, or the
acf