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For a product the demand data has been shown in the table below for the year. Compare the forecasts using a moving average forecasting method
For a product the demand data has been shown in the table below for the year. Compare the forecasts using a moving average forecasting method with a period of 5 months and an Exponential Smoothing Method with an of 1/3. For Exponential Smoothing use the midpoint of first 5-month range of the average as the initial forecast. (Updated Hint: the Exponential Smoothing Forecast therefore in March 2013 for April 2013 will be 4951). Which method is better? Why?
Month, t | Demand, x(t) |
Jan | 4576 |
Feb | 5568 |
Mar | 3240 |
Apr | 5978 |
May | 5395 |
Jun | 4644 |
Jul | 5880 |
Aug | 6096 |
Sep | 5967 |
Oct | 5828 |
Nov | 5808 |
Dec | 6076 |
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