Question 1 - In this exercise you should calculate three types of averages, the absolute forecast error
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Question 1 - In this exercise you should calculate three types of averages, the absolute forecast error and the mean absolute deviation (MAD) and explain the accuracy.
- Calculate the straight average for 6 months
- Calculate the moving average for 3 months
- Calculate the weighted moving average (WMA) for 3month
- Calculate the absolute forecast error
- Calculate the MAD
Weighting assumptions:
- Month 1 = 0.5
- Month 2 = 0.3
- Month 3 = 0.2
Month | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
Historical Actual Values | Forecasted Sales | Straight average | Moving Average (3 month) | WMA (3 month) | Absolute forecast error | MAD | |
January | 153 | 151 | |||||
February | 149 | 150 | |||||
March | 151 | 150 | |||||
April | 152 | 150 | |||||
May | 147 | 151 | |||||
June | 151 | 150 | |||||
July | 150 | ||||||
Total |
Question 1b - Which of the forecasts is the most accurate and why?
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