How does this forecast differ from that using employment as the independent variable? What is the coefficient of determination for this scenario and what does it imply?
How does this forecast differ from that using employment as the independent variable? What is the coefficient of determination for this scenario and what does it imply?
Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter2: Introduction To Spreadsheet Modeling
Section: Chapter Questions
Problem 20P: Julie James is opening a lemonade stand. She believes the fixed cost per week of running the stand...
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Question
Using data in the below in class example,
Questions:
- How does this forecast differ from that using employment as the independent variable?
- What is the coefficient of determination for this scenario and what does it imply?
|
|
Service Area |
|
Year |
GA Operations (Y) |
Employment (X1) |
Effective Buying Income (X2) |
2000 |
22,513 |
45,714 |
$8,433 |
2001 |
23,768 |
48,601 |
$9,207 |
2002 |
21,838 |
51,314 |
$10,106 |
2003 |
25,904 |
54,107 |
$10,457 |
2004 |
26,208 |
57,848 |
$11,055 |
2005 |
26,946 |
56,022 |
$11,016 |
2006 |
27,977 |
56,317 |
$11,399 |
2007 |
27,294 |
58,757 |
$11,883 |
2008 |
28,647 |
61,556 |
$12,119 |
2009 |
29,270 |
62,341 |
$12,213 |
Forecast |
|||
2010 |
66,533 |
$13,081 |
|
2015 |
73,491 |
$14,609 |
|
2020 |
82,189 |
$16,525 |
|
2030 |
99,584 |
$20,369 |
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