Question: Consider the following time series data. Week 1 2 3 4 5 6 Value 18 13 16 11 17 14 Develop a three-week moving average

Consider the following time series data.

Week 1 2 3 4 5 6
Value 18 13 16 11 17 14

Develop a three-week moving average for this time series. Compute MSE and a forecast for week 7. Round your answers to two decimal places.

Week Time Series Value Forecast
1 18
2 13
3 16
4 11 ??
5 17 ??
6 14 ??

MSE: ?? The forecast for week 7: ?? Use = 0.2 to compute the exponential smoothing values for the time series. Compute MSE and a forecast for week 7. Round your answers to two decimal places.

Week Time Series Value Forecast
1 18
2 13 ??
3 16 ??
4 11 ??
5 17 ??
6 14 ??

MSE: ?? The forecast for week 7: ??

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?

Use trial and error to find a value of the exponential smoothing coefficient that results in a smaller MSE than what you calculated for = 0.2. Find a value of for the smallest MSE. Round your answer to three decimal places. = ???

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