Question
You have been asked by the Wincraft to do an analysis of jersey sales to better understand the impact that game performance and other factors
You have been asked by the Wincraft to do an analysis of jersey sales to better understand the impact that game performance and other factors have on sales. Using descriptive statistics and modeling appropriate for such a problem, you must provide clear guidance. The owner understands that sales may be difficult to predict, however they do believe predictions can be made. Your P values for all variables should be <= 0.10, your Significance of F should be <= 0.10 and your R-Squared should be >=.15. The question came with four separate sheets in excel. How do I set it up and forecast weekly sales for Season 4 since I dont know whether the team won/ lost.
Year | Game | New Coach = 1, Old Coach = 0 |
1 | 1 | 0 |
1 | 2 | 0 |
1 | 3 | 0 |
1 | 4 | 0 |
1 | 5 | 0 |
1 | 6 | 0 |
1 | 7 | 0 |
1 | 8 | 0 |
2 | 1 | 0 |
2 | 2 | 0 |
2 | 3 | 0 |
2 | 4 | 0 |
2 | 5 | 0 |
2 | 6 | 0 |
2 | 7 | 0 |
2 | 8 | 0 |
3 | 1 | 0 |
3 | 2 | 0 |
3 | 3 | 1 |
3 | 4 | 1 |
3 | 5 | 1 |
3 | 6 | 1 |
3 | 7 | 1 |
3 | 8 | 1 |
Date | Weekly Total Jersey Sales |
8/29/2016 | 180 |
9/5/2016 | 184 |
9/12/2016 | 133 |
9/19/2016 | 70 |
9/26/2016 | 67 |
10/3/2016 | 75 |
10/10/2016 | 68 |
10/17/2016 | 95 |
8/27/2017 | 63 |
9/3/2017 | 70 |
9/10/2017 | 55 |
9/17/2017 | 65 |
9/24/2017 | 75 |
10/1/2017 | 73 |
10/8/2017 | 65 |
10/15/2017 | 72 |
8/27/2018 | 54 |
9/3/2018 | 61 |
9/10/2018 | 132 |
9/17/2018 | 181 |
9/24/2018 | 178 |
10/1/2018 | 73 |
10/8/2018 | 81 |
10/15/2018 | 113 |
Year | Game | Date |
1 | 1 | 8/29/2016 |
1 | 2 | 9/5/2016 |
1 | 3 | 9/12/2016 |
1 | 4 | 9/19/2016 |
1 | 5 | 9/26/2016 |
1 | 6 | 10/3/2016 |
1 | 7 | 10/10/2016 |
1 | 8 | 10/17/2016 |
2 | 1 | 8/27/2017 |
2 | 2 | 9/3/2017 |
2 | 3 | 9/10/2017 |
2 | 4 | 9/17/2017 |
2 | 5 | 9/24/2017 |
2 | 6 | 10/1/2017 |
2 | 7 | 10/8/2017 |
2 | 8 | 10/15/2017 |
3 | 1 | 8/27/2018 |
3 | 2 | 9/3/2018 |
3 | 3 | 9/10/2018 |
3 | 4 | 9/17/2018 |
3 | 5 | 9/24/2018 |
3 | 6 | 10/1/2018 |
3 | 7 | 10/8/2018 |
3 | 8 | 10/15/2018 |
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