In: Statistics and Probability
Refer to the gasoline sales time series data in the given
table.
Week
Sales (1,000s of...
Refer to the gasoline sales time series data in the given
table.
Week |
Sales (1,000s of gallons) |
1 |
18 |
2 |
22 |
3 |
15 |
4 |
24 |
5 |
18 |
6 |
15 |
7 |
21 |
8 |
19 |
9 |
21 |
10 |
20 |
11 |
16 |
12 |
22 |
(a) |
Compute four-week and five-week moving averages for the time
series. |
|
If required, round your answers to two decimal places. |
|
Week |
Sales |
4 Period
Moving Average |
5 period
Moving Average |
1 |
18 |
|
|
2 |
22 |
|
|
3 |
15 |
|
|
4 |
24 |
|
|
5 |
18 |
|
|
6 |
15 |
|
|
7 |
21 |
|
|
8 |
19 |
|
|
9 |
21 |
|
|
10 |
20 |
|
|
11 |
16 |
|
|
12 |
22 |
|
|
|
|
|
(b) |
Compute the MSE for the four-week and five-week moving average
forecasts. |
|
If required, round your final answers to three decimal
places. |
|
MSE for four-week moving average = |
|
MSE for five-week moving average = |
|
|
(c) |
What appears to be the best number of weeks of past data
(three, four, or five) to use in the moving average computation?
Consider that the MSE for the three-week moving average is
10.086. |
|
- Select your answer -ThreeFourFiveItem 18 |