Question: Time Series Forecasting Models Use the time series data in the table below to do the following: Period Demand 1 221 2 247 3 228
Time Series Forecasting Models
Use the time series data in the table below to do the following:
| Period | Demand |
| 1 | 221 |
| 2 | 247 |
| 3 | 228 |
| 4 | 233 |
| 5 | 240 |
| 6 | 152 |
| 7 | 163 |
| 8 | 155 |
| 9 | 167 |
| 10 | 158 |
a. Develop a last period forecast for periods 2 through 11. Calculate the MFE, MAD, and MAPE values for periods 2 through 10. Is this a good model? Why?
b. Develop a three-period weighted moving average forecast for periods 4 through 11. Use weights of 0.4, 0.35, and 0.25, with the most recent observation weighted the highest. Calculate the MFE, MAD, and MAPE values for periods 4 through 10. How do your results compare with those for a above?
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