MA Length: Enter a positive integer to indicate desired length for the moving average. With non-seasonal time series, it is common to use short moving averages to smooth the series, although the length you select may depend on the amount of noise in the series. A longer moving average filters out more noise, but is also less sensitive to changes in the series. With seasonal series, it is common to use a moving average of length equal to the length of an annual cycle.