Removing Variability Using Logarithmic Transformation Since the data shows changing variance over time, the first thing we will do is stabilize the variance by applying log transformation using the log() function. The resulting series will be a linear time series. Removing Linear Trend We will now perform the first difference transformation [z(t) - z(t-1)] to our series to remove […]
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