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Figure 10 shows autocorrelation function (ACF) and partial autocorrelation function (PACF) plots. ACF and PACF assume stationarity of the first differenced time series. ACF explains how the present value of a given time series is correlated with past values. The PACF is a partial autocorrelation ...