Question
The accompanying dataset provides the closing prices for four stocks and the stock exchange over 12 days. Complete parts a through c. Closing Prices Date
The accompanying dataset provides the closing prices for four stocks and the stock exchange over 12 days. Complete parts a through c.
Closing Prices
Date | A | B | C | D | Stock Exchange | |
---|---|---|---|---|---|---|
09/03/2010 | 126.69 | 18.33 | 20.87 | 15.46 | 10,441.25 | |
09/07/2010 | 126.39 | 18.19 | 20.63 | 15.29 | 10,329.98 | |
09/08/2010 | 125.65 | 17.81 | 20.73 | 15.73 | 10,426.91 | |
09/09/2010 | 125.24 | 18.05 | 20.52 | 15.97 | 10,373.98 | |
09/10/2010 | 127.21 | 18.08 | 20.64 | 15.95 | 10,477.25 | |
09/13/2010 | 128.41 | 18.68 | 21.23 | 16.33 | 10,511.38 | |
09/14/2010 | 128.76 | 18.89 | 21.32 | 16.25 | 10,610.03 | |
09/15/2010 | 128.51 | 18.89 | 21.39 | 16.39 | 10,569.69 | |
09/16/2010 | 128.46 | 18.84 | 21.75 | 16.24 | 10,510.82 | |
09/17/2010 | 129.11 | 18.67 | 21.88 | 16.45 | 10,508.43 | |
09/20/2010 | 132.39 | 18.91 | 21.59 | 16.57 | 10,827.93 | |
09/21/2010 | 132.76 | 18.96 | 21.65 | 16.68 | 10,806.47 |
a. Looking at the Excel's Data Analysis Exponential Smoothing tool to forecast each of the stock prices using simple exponential smoothing with a smoothing constant of
0.3.
On the exponential smoothing forecast model for stock A.
(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast A |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 2
Complete the exponential smoothing forecast model for stock B.
(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast B |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 3
Complete the exponential smoothing forecast model for stock C.
(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast C |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 4
Complete the exponential smoothing forecast model for stock D.
(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast D |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 5
Complete the exponential smoothing forecast model for the stock exchange.
(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast Stock Exchange |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 6
b. Compute the MAD, MSE, and MAPE for each of the models.
Compute the MAD (mean absolute deviation) for each of the models.
(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here | |
Stock B | enter your response here | |
Stock C | enter your response here | |
Stock D | enter your response here | |
Stock Exchange | enter your response here |
Part 7
Compute the MSE (mean square error) for each of the models.
(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here | |
Stock B | enter your response here | |
Stock C | enter your response here | |
Stock D | enter your response here | |
Stock Exchange | enter your response here |
Part 8
Compute the MAPE (mean square error) for each of the models.
(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here% | |
Stock B | enter your response here% | |
Stock C | enter your response here% | |
Stock D | enter your response here% | |
Stock Exchange | enter your response here% |
Part 9
c. Does a smoothing constant of
0.1
or
0.5
yield better results?
Select the correct answer below and, if necessary, fill in the answer box to complete the choice.
A.
Neither
0.1
nor
0.5
yield better results because the values of MAD, MSE and MAPE for
=0.3
are all lower.
B.
Neither
0.1
nor
0.5
yield better results because the values of MAD, MSE and MAPE for
=0.3
are all higher.
C.
A smoothing constant of
enter your response here
yields better results because the values of MAD, MSE and MAPE are all lower.
(Type an integer or a decimal.)
D.
A smoothing constant of
enter your response here
yields better results because the values of MAD, MSE and MAPE are all higher.
(Type an integer or a decimal.)
a. Use Excel's Data Analysis Exponential Smoothing tool to forecast each of the stock prices using simple exponential smoothing with a smoothing constant of
0.3.
Complete the exponential smoothing forecast model for stock A.(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast A |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 2Complete the exponential smoothing forecast model for stock B.(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast B |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 3Complete the exponential smoothing forecast model for stock C.(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast C |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 4Complete the exponential smoothing forecast model for stock D.(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast D |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 5Complete the exponential smoothing forecast model for the stock exchange.(Type integers or decimals rounded to two decimal places as needed.)
Date | Forecast Stock Exchange |
---|---|
09/03/2010 | |
09/07/2010 | enter your response here |
09/08/2010 | enter your response here |
09/09/2010 | enter your response here |
09/10/2010 | enter your response here |
09/13/2010 | enter your response here |
09/14/2010 | enter your response here |
09/15/2010 | enter your response here |
09/16/2010 | enter your response here |
09/17/2010 | enter your response here |
09/20/2010 | enter your response here |
09/21/2010 | enter your response here |
Part 6b. Compute the MAD, MSE, and MAPE for each of the models.Compute the MAD (mean absolute deviation) for each of the models.(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here | |
Stock B | enter your response here | |
Stock C | enter your response here | |
Stock D | enter your response here | |
Stock Exchange | enter your response here |
Part 7Compute the MSE (mean square error) for each of the models.(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here | |
Stock B | enter your response here | |
Stock C | enter your response here | |
Stock D | enter your response here | |
Stock Exchange | enter your response here |
Part 8Compute the MAPE (mean square error) for each of the models.(Type integers or decimals rounded to two decimal places as needed.)
Stock A | enter your response here% | |
Stock B | enter your response here% | |
Stock C | enter your response here% | |
Stock D | enter your response here% | |
Stock Exchange | enter your response here% |
Part 9c. Does a smoothing constant of
0.1
or
0.5
yield better results?Select the correct answer below and, if necessary, fill in the answer box to complete the choice.
A.
Neither
0.1
nor
0.5
yield better results because the values of MAD, MSE and MAPE for
=0.3
are all lower.
B.
Neither
0.1
nor
0.5
yield better results because the values of MAD, MSE and MAPE for
=0.3
are all higher.
C.
A smoothing constant of
enter your response here
yields better results because the values of MAD, MSE and MAPE are all lower.
(Type an integer or a decimal.)
D.
A smoothing constant of
enter your response here
yields better results because the values of MAD, MSE and MAPE are all higher.
(Type an integer or a decimal.)
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