Question: Consider the following time series data: Week 1 2 3 4 5 6 7 Value 23 15 20 12 18 22 15 (b) Develop a

Consider the following time series data:

Week 1 2 3 4 5 6 7
Value 23 15 20 12 18 22 15
(b) Develop a three-week moving average for this time series. Compute MSE and a forecast for week 8.
If required, round your answers to two decimal places. Do not round intermediate calculation.
MSE:
The forecast for week 8:
(c) Use = 0.2 to compute the exponential smoothing values for the time series. Compute MSE and a forecast for week 8.
If required, round your answers to two decimal places. Do not round intermediate calculation.
MSE:
The forecast for week 8:
(d) Compare the three-week moving average forecast with the exponential smoothing forecast using = 0.2. Which appears to provide the better forecast based on MSE?
- Select your answer -3-week moving averageexponential smoothingItem 7
(e) Use trial and error to find a value of the exponential smoothing coefficient that results in the smallest MSE.
Do not round intermediate calculations. Use a two-decimal digit precision for the exponential smoothing coefficient.
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