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A chain of clothing stores wants do develop a model that can predict sales based the store's location. A sample of past December sales in the four stores is given below
Store
2011
2010
2009
2008
2007
1
31
41
39
36
32
2
24
34
28
23
3
54
60
57
52
62
4
42
40
46
47
1. How many independent variables are needed in this problem?
2. Identify the coding scheme (introduce dummy variables and define them).
3. Propose a model that can show this relationship.
4. Fit the model to the data of the problem.
5. Make interpretation of all coefficients in the problem.
6. Graph the model.
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