Compute the MSE for the four-week moving average forecasts. (Round your answer to two decimal places.) Compute the MSE for the five-week moving average forecasts. (Round your answer to two decimal places.) What appears to be the best number of weeks of past data (three, four, or five) to use in the moving average computati O Three weeks appears to be best, because the three-week moving average provides the smallest MSE. Three weeks appears to be best, because the three-week moving average provides the largest MSE. Four weeks appears to be best, because the four-week moving average provides the smallest MSE. O Five weeks appears to be best, because the five-week moving average provides the smallest MSE. None appear better than the others, because they all provide the same MSE.

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ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
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Chapter4: Polynomial And Rational Functions
Section4.6: Rational Functions
Problem 11SC: Find the mean hourly cost when the cell phone described above is used for 240 minutes.
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(a) Compute four-week and five-week moving averages for the time series.
Week
1
2
3
4
5
6
7
8
9
10
11
12
Time Series
Value
17
22
19
24
19
16
21
19
22
21
16
23
4-Week
Moving
Average
Forecast
חור
5-Week
Moving
Average
Forecast
(b) Compute the MSE for the four-week moving average forecasts. (Round your answer to two decimal places.)
Compute the MSE for the five-week moving average forecasts. (Round your answer to two decimal places.)
(c) What appears to be the best number of weeks of past data (three, four, or five) to use in the moving average computation? MSE for the three-week moving average is 10.74.
O Three weeks appears to be best, because the three-week moving average provides the smallest MSE.
O Three weeks appears to be best, because the three-week moving average provides the largest MSE.
O Four weeks appears to be best, because the four-week moving average provides the smallest MSE.
O Five weeks appears to be best, because the five-week moving average provides the smallest MSE.
O None appear better than the others, because they all provide the same MSE.
Transcribed Image Text:(a) Compute four-week and five-week moving averages for the time series. Week 1 2 3 4 5 6 7 8 9 10 11 12 Time Series Value 17 22 19 24 19 16 21 19 22 21 16 23 4-Week Moving Average Forecast חור 5-Week Moving Average Forecast (b) Compute the MSE for the four-week moving average forecasts. (Round your answer to two decimal places.) Compute the MSE for the five-week moving average forecasts. (Round your answer to two decimal places.) (c) What appears to be the best number of weeks of past data (three, four, or five) to use in the moving average computation? MSE for the three-week moving average is 10.74. O Three weeks appears to be best, because the three-week moving average provides the smallest MSE. O Three weeks appears to be best, because the three-week moving average provides the largest MSE. O Four weeks appears to be best, because the four-week moving average provides the smallest MSE. O Five weeks appears to be best, because the five-week moving average provides the smallest MSE. O None appear better than the others, because they all provide the same MSE.
Suppose these data show the number of gallons of gasoline sold by a gasoline distributor in Bennington, Vermont, over the past 12 weeks.
Week
1
2
3
4
5
6
7
8
9
10
11
12
Sales (1,000s
of gallons)
17
22
19
24
19
16
21
19
22
21
16
23
Transcribed Image Text:Suppose these data show the number of gallons of gasoline sold by a gasoline distributor in Bennington, Vermont, over the past 12 weeks. Week 1 2 3 4 5 6 7 8 9 10 11 12 Sales (1,000s of gallons) 17 22 19 24 19 16 21 19 22 21 16 23
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