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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.



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