(b) Applying the MSE measure of forecast accuracy, would you prefer a smoothing constant of a = 0.1 or a = 0.2 for the gasoline sales time series? An Select your answer - smoothing constant provides the more accurate forecast, with an overall MSE of (c) Are the results the same if you apply MAE as the measure of accuracy? An - - Select your answer-smoothing constant provides the more accurate forecast, with an overall MAE of (d) What are the results if MAPE is used? An Select your answer-smoothing constant provides the more accurate forecast, with an overall MAPE of

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Consider the following gasoline sales time series. If needed, round your answers to two-decimal digits.
Week
Sales (1,000s of gallons)
1
16
22
17
23
15
17
21
19
9
20
10
18
11
15
12
23
(a) Show the exponential smoothing forecasts using a = 0.1, and a = 0.2.
Exponential
Smoothing
Week
a = 0.1
a = 0.2
13.
NM & 68
2
3
4
5
7
Transcribed Image Text:Consider the following gasoline sales time series. If needed, round your answers to two-decimal digits. Week Sales (1,000s of gallons) 1 16 22 17 23 15 17 21 19 9 20 10 18 11 15 12 23 (a) Show the exponential smoothing forecasts using a = 0.1, and a = 0.2. Exponential Smoothing Week a = 0.1 a = 0.2 13. NM & 68 2 3 4 5 7
(b) Applying the MSE measure of forecast accuracy, would you prefer a smoothing constant of a = 0.1 or
a = 0.2 for the gasoline sales time series?
An
Select your answer - smoothing constant provides the more accurate forecast, with an
overall MSE of
(c) Are the results the same if you apply MAE as the measure of accuracy?
An - Select your answer-smoothing constant provides the more accurate forecast, with an
overall MAE of
(d) What are the results if MAPE is used?
An Select your answer-smoothing constant provides the more accurate forecast, with an
overall MAPE of
Transcribed Image Text:(b) Applying the MSE measure of forecast accuracy, would you prefer a smoothing constant of a = 0.1 or a = 0.2 for the gasoline sales time series? An Select your answer - smoothing constant provides the more accurate forecast, with an overall MSE of (c) Are the results the same if you apply MAE as the measure of accuracy? An - Select your answer-smoothing constant provides the more accurate forecast, with an overall MAE of (d) What are the results if MAPE is used? An Select your answer-smoothing constant provides the more accurate forecast, with an overall MAPE of
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