Need statistics help with Statistics Regression (5-10 pages)
Need statistics help with Statistics Regression (5-10 pages)
The Problem
Due to financial hardship, the Nyke Shoe Company feels they only need to make one size of shoes, regardless of gender or height. They have collected data on gender, shoe size, and height and have asked you to tell them if they can change their business model to include only one size of shoes—regardless of height or gender of the wearer. In no more than 5–10 pages (including figures), explain your recommendations, using statistical evidence to support your findings. The data found are given in the following table.
Shoe Size |
Height |
Gender |
5.00 |
63.00 |
Female |
7.50 |
70.00 |
Female |
9.00 |
70.00 |
Female |
7.00 |
64.00 |
Male |
11.00 |
72.00 |
Male |
12.00 |
72.00 |
Male |
14.00 |
76.00 |
Male |
7.00 |
66.00 |
Female |
7.50 |
71.00 |
Female |
8.00 |
68.00 |
Female |
10.50 |
71.00 |
Male |
11.00 |
71.00 |
Male |
6.50 |
65.00 |
Female |
7.00 |
67.00 |
Female |
7.50 |
70.00 |
Female |
10.00 |
69.00 |
Male |
12.00 |
69.00 |
Male |
6.50 |
65.00 |
Female |
10.50 |
72.00 |
Male |
12.00 |
73.00 |
Male |
6.00 |
60.00 |
Female |
6.50 |
64.00 |
Female |
10.00 |
72.00 |
Female |
9.50 |
69.00 |
Male |
11.50 |
70.00 |
Male |
14.00 |
75.00 |
Male |
6.50 |
63.00 |
Female |
13.50 |
77.00 |
Male |
7.00 |
68.00 |
Female |
9.50 |
68.00 |
Male |
13.00 |
72.00 |
Male |
11.00 |
73.00 |
Male |
6.00 |
62.00 |
Female |
7.00 |
66.00 |
Female |
7.50 |
70.00 |
Female |
Only use results in the paper. You may show your work in an appendix, if you would like.