The correlation coefficient for the
scatterplot summarizes the strength of the linear relationship between present and past values. It
is helpful to compare the computed correlation coefficient with critical level of correlation
required to reject the null hypothesis that the sample comes from a population with zero
correlation at the indicated lag.