Question: Problem 3-21 Two different forecasting techniques (F1 and F2) were used to forecast demand for cases of bottled water. Actual demand and the two sets
Problem 3-21
| Two different forecasting techniques (F1 and F2) were used to forecast demand for cases of bottled water. Actual demand and the two sets of forecasts are as follows: |
| PREDICTED DEMAND | |||
| Period | Demand | F1 | F2 |
| 1 | 68 | 62 | 67 |
| 2 | 75 | 69 | 68 |
| 3 | 70 | 72 | 70 |
| 4 | 74 | 66 | 70 |
| 5 | 69 | 73 | 72 |
| 6 | 72 | 65 | 76 |
| 7 | 80 | 74 | 79 |
| 8 | 78 | 74 | 85 |
| a. | Compute MAD for each set of forecasts. Given your results, which forecast appears to be more accurate? (Round your answers to 2 decimal place.) |
| MAD F1 | |
| MAD F2 | |
| (Click to select)F1F2None appears to be more accurate. |
| b. | Compute the MSE for each set of forecasts. Given your results, which forecast appears to be more accurate? (Round your answers to 2 decimal places.) |
| MSE F1 | |
| MSE F2 | |
| (Click to select)F1F2None appears to be more accurate. |
| c. | In practice, either MAD or MSE would be employed to compute forecast errors. What factors might lead a manager to choose one rather than the other? |
| Either one might already be in use, familiar to users, and have past values for comparison. If (Click to select)tracking signalscontrol charts are used, MSE would be natural; if (Click to select)control chartstracking signals are used, MAD would be more natural. |
| d. | Compute MAPE for each data set. Which forecast appears to be more accurate? (Round your intermediate calculations to 2 decimal places and and final answers to 2 decimal places.) |
| MAPE F1 | |
| MAPE F2 | |
| (Click to select)F1F2None appears to be more accurate. |
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