Develop a linear regression model relating printer sales to computer sales in order to forecast printer demand in year 11 if 1,300 computers are sold.   Develop a moving-average model with n = 3 to forecast printer demand in year 11   Develop an exponential smoothing model with α = .30 to forecast printer demand in year 11. Compare your result in a, b, c. Which model would you choose and why?

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter13: Regression And Forecasting Models
Section: Chapter Questions
Problem 40P: The Baker Company wants to develop a budget to predict how overhead costs vary with activity levels....
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  1. (8 points) Infoworks is a large computer discount store that sells computers and ancillary equipment and software in the town where a State University is located. Infoworks has collected historical data on computer sales and printer sales for the past 10 years, as follows:

 

 

 

  1. Develop a linear regression model relating printer sales to computer sales in order to forecast printer demand in year 11 if 1,300 computers are sold.

 

  1. Develop a moving-average model with n = 3 to forecast printer demand in year 11

 

  1. Develop an exponential smoothing model with α = .30 to forecast printer demand in year 11.
  2. Compare your result in a, b, c. Which model would you choose and why?
1. (8 points) Infoworks is a large computer discount store that sells computers and ancillary
equipment and software in the town where a State University is located. Infoworks has
collected historical data on computer sales and printer sales for the past 10 years, as follows:
Year Personal Computers Printers Sold
Sold
1
1,045
326
2
1,610
510
3
860
296
4
1,211
478
975
305
6
1,117
506
7
1,066
612
8
1,310
560
9
1,517
590
10
1,246
676
a) Develop a linear regression model relating printer sales to computer sales in order to
forecast printer demand in year 11 if 1,300 computers are sold.
b) Develop a moving-average model with n= 3 to forecast printer demand in year 11
c) Develop an exponential smoothing model with a = .30 to forecast printer demand in year
11.
d) Compare your result in a, b, c. Which model would you choose and why?
Transcribed Image Text:1. (8 points) Infoworks is a large computer discount store that sells computers and ancillary equipment and software in the town where a State University is located. Infoworks has collected historical data on computer sales and printer sales for the past 10 years, as follows: Year Personal Computers Printers Sold Sold 1 1,045 326 2 1,610 510 3 860 296 4 1,211 478 975 305 6 1,117 506 7 1,066 612 8 1,310 560 9 1,517 590 10 1,246 676 a) Develop a linear regression model relating printer sales to computer sales in order to forecast printer demand in year 11 if 1,300 computers are sold. b) Develop a moving-average model with n= 3 to forecast printer demand in year 11 c) Develop an exponential smoothing model with a = .30 to forecast printer demand in year 11. d) Compare your result in a, b, c. Which model would you choose and why?
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