Compute four-week and five-week moving averages for the

Question

Question: Refer to the gasoline sales time series data in Table.

Week              Sales (1000s of gallons)

1                              17

2                              21

3                              19

4                              23

5                              18

6                              16

7                              20

8                              18

9                              22

10                            20

11                            15

12                            22

a. Compute four-week and five-week moving averages for the time series.

b. Compute the MSE for the four-week and five-week moving average forecasts.

c. What appears to be the best number of weeks of past data (three, four, or five) to use in the moving average computation? Recall that MSE for the three-week moving average is 10.22.