To have the stationary series, transformation techniques are used. First, the natural
logarithm was taken, and then differencing was applied. Figure 2 shows the transformed time series that are stationary. The
sample ACF and the sample PACF for the transformed series are plotted in Figure 3 and Figure 4, respectively.