Question: Forecast milk production using the following methods: (solve using Excel) 3 period moving average Exponential smoothing with alpha 0.2 Exponential smoothing with alpha 0.8 Exponential
- Forecast milk production using the following methods: (solve using Excel)
- 3 period moving average
- Exponential smoothing with alpha 0.2
- Exponential smoothing with alpha 0.8
- Exponential smoothing with trend adjustment (Alpha=0.2, Beta = 0.3)
- Calculate the MAD for all the previous method
- Using your answer in E, which method should be used to forecast the 7th year and why?
| Months starting at 1970 | Milk production in pounds per cow | 3-MA | Exp.smoothing Alpha =0.2 | Exp.smoothing Alpha =0.8 | Exp.smoothing with trend Alpha =0.8, Beta= 0.3 |
| 1 | 750 | ||||
| 2 | 707 | ||||
| 3 | 807 | ||||
| 4 | 824 | ||||
| 5 | 886 | ||||
| 6 | 859 | ||||
| 7 | 819 | ||||
| 8 | 783 | ||||
| 9 | 740 | ||||
| 10 | 747 | ||||
| 11 | 711 | ||||
| 12 | 751 | ||||
| 13 | 804 | ||||
| 14 | 756 | ||||
| 15 | 860 | ||||
| 16 | 878 | ||||
| 17 | 942 | ||||
| 18 | 913 | ||||
| 19 | 869 | ||||
| 20 | 834 | ||||
| 21 | 790 | ||||
| 22 | 800 | ||||
| 23 | 763 | ||||
| 24 | 800 | ||||
| 25 | 826 | ||||
| 26 | 799 | ||||
| 27 | 890 | ||||
| 28 | 900 | ||||
| 29 | 961 | ||||
| 30 | 935 | ||||
| 31 | 894 | ||||
| 32 | 855 | ||||
| 33 | 809 | ||||
| 34 | 810 | ||||
| 35 | 766 | ||||
| 36 | 805 |
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