Excel Spreadsheet Template for Ratio-to-moving-average seasonal adjustment. If your data contain a seasonal pattern, perform a seasonal adjustment before you apply exponential smoothing. Seasonal adjustment removes the seasonal pattern so that you can concentrate on forecasting the mean or trend.
