Question: THESE THREE QUESTIONS GO TOGETHER ( Question 3, 4, 5 ) Question 3 Given the following data, use exponential smoothing with =0.1 and =0.6 to
THESE THREE QUESTIONS GO TOGETHER (Question 3, 4, 5)
Question 3
Given the following data, use exponential smoothing with =0.1 and =0.6 to generate forecasts for periods 2 through 6. Use MAD and MSE to decide which of the two models produce a better forecast. (Assume the forecast for Period 1 is 17)
| Period | Actual | Forecast |
| 1 | 14 | 17 |
| 2 | 16 | |
| 3 | 16 | |
| 4 | 11 | |
| 5 | 12 | |
| 6 | 17 |
What is the forecast for Period 6 when you use =0.6? (Express it to 2 decimal places)
Answer: _
Question 4
What is the value of Mean Absolute Deviation (MAD) when =0.6? Calculate to 3 decimal places. (Use all forecasted values from Period 1 to Period 6.)
Answer: _
Question 5
Which method produces a better forecast? (Use all forecasted values from Period 1 to Period 6.)
Select one:
A. When we use MSE, =0.1 produces a better forecast.
B. =0.1 produces a better forecast measured both by MAD and MSE.
C. When we use MAD, =0.1 produces a better forecast.
D. =0.6 produces a better forecast measured both by MAD and MSE.
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