Forecast Error=Actual Demand−Forecast
n could be the # of weeks
When using a moving average to forecast for a given period, we use the previous n periods' data to compute the forecast. For example, A1-3 would be the periods before a fourth week.
best moving average model with respect to MAD is the lowest number