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. show your work in an appendix.
Analyze the data using the appropriate tests (ensuring the data are distributed normally) and write up the results, using statistical evidence to support your findings.
Lastly, include recommendations, that is, apply the results to solve the real world problem.
In the paper, explain why you chose each statistical test, figure, or procedure.