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Week #16 – Moving Average

In time series forecasting, a moving average is a smoothing method in which the forecast for time t is the average value for the w periods ending with time t-1.  The analyst sets w, the “window width” often with a view to encompassing all relevant seasons so that seasonality is suppressed.