Question
In excel, identify in the data the longest time customers are spending in each grocery store. is there a delay in the purchasing groceries. Solve
In excel, identify in the data the longest time customers are spending in each grocery store. is there a delay in the purchasing groceries. Solve and show the global F-test.
Provide the global test for model fit (F test). Provide appropriate hypothesis testing on the regressors. What is the R2 coefficient? Provide the stepwise regression model. What is the multicollinearity, provide a correlation graph, and comment as appropriate. Provide a 90% estimation interval for the domain of independent variables you have selected in your final model comparison.
Customer ID | Time In Store | Time Of Arrival | Age | Number of Adult Companions | Number Of Children (I will not make a joke here) | BMI | Dress Scale | Gait | Number of Shoppers | Utilization |
1 | 27 | 18 | 36 | 1 | 0 | 17 | 5 | 5 | 12 | 56 |
2 | 43 | 13 | 53 | 3 | 0 | 28 | 1 | 2 | 30 | 83 |
3 | 62 | 11 | 30 | 2 | 4 | 19 | 9 | 3 | 32 | 76 |
4 | 29 | 18 | 14 | 1 | 0 | 13 | 5 | 3 | 25 | 61 |
5 | 26 | 11 | 26 | 0 | 3 | 16 | 2 | 5 | 27 | 70 |
6 | 37 | 21 | 35 | 2 | 0 | 12 | 7 | 3 | 22 | 67 |
7 | 18 | 6 | 43 | 0 | 0 | 17 | 3 | 2 | 19 | 59 |
8 | 24 | 13 | 32 | 0 | 0 | 19 | 1 | 1 | 32 | 83 |
9 | 12 | 19 | 34 | 2 | 1 | 24 | 1 | 3 | 20 | 43 |
10 | 20 | 18 | 34 | 0 | 0 | 22 | 7 | 5 | 30 | 71 |
11 | 7 | 7 | 38 | 0 | 0 | 11 | 2 | 3 | 20 | 69 |
12 | 36 | 12 | 44 | 0 | 1 | 17 | 1 | 3 | 21 | 53 |
13 | 43 | 12 | 37 | 0 | 3 | 16 | 8 | 5 | 16 | 65 |
14 | 29 | 8 | 17 | 0 | 3 | 25 | 3 | 2 | 22 | 71 |
15 | 48 | 13 | 41 | 0 | 0 | 20 | 5 | 1 | 30 | 78 |
16 | 42 | 13 | 30 | 0 | 0 | 20 | 3 | 4 | 27 | 81 |
17 | 29 | 9 | 44 | 0 | 0 | 10 | 5 | 3 | 22 | 64 |
18 | 42 | 16 | 28 | 0 | 2 | 23 | 2 | 3 | 40 | 98 |
19 | 17 | 11 | 57 | 2 | 4 | 16 | 4 | 3 | 20 | 60 |
20 | 32 | 9 | 21 | 0 | 0 | 18 | 2 | 3 | 35 | 80 |
21 | 22 | 23 | 43 | 3 | 1 | 14 | 4 | 5 | 10 | 50 |
22 | 35 | 6 | 42 | 0 | 2 | 12 | 5 | 5 | 22 | 72 |
23 | 25 | 13 | 14 | 0 | 0 | 20 | 2 | 5 | 20 | 60 |
24 | 22 | 12 | 43 | 0 | 2 | 14 | 6 | 5 | 25 | 68 |
25 | 19 | 20 | 29 | 0 | 0 | 18 | 4 | 4 | 37 | 86 |
26 | 58 | 13 | 31 | 2 | 0 | 24 | 3 | 5 | 43 | 94 |
27 | 11 | 16 | 29 | 3 | 0 | 19 | 5 | 4 | 24 | 68 |
28 | 21 | 21 | 29 | 1 | 3 | 11 | 7 | 5 | 26 | 70 |
29 | 37 | 13 | 25 | 1 | 0 | 15 | 4 | 3 | 30 | 74 |
30 | 7 | 21 | 51 | 0 | 0 | 7 | 2 | 3 | 14 | 63 |
31 | 39 | 20 | 43 | 2 | 0 | 19 | 3 | 2 | 36 | 89 |
32 | 25 | 13 | 37 | 0 | 1 | 15 | 8 | 3 | 41 | 110 |
33 | 29 | 18 | 14 | 0 | 2 | 13 | 1 | 5 | 27 | 75 |
34 | 34 | 20 | 33 | 2 | 1 | 18 | 7 | 2 | 32 | 82 |
35 | 72 | 17 | 48 | 0 | 0 | 9 | 1 | 3 | 47 | 109 |
36 | 17 | 7 | 37 | 0 | 0 | 17 | 4 | 1 | 23 | 65 |
37 | 32 | 9 | 30 | 0 | 0 | 16 | 3 | 4 | 24 | 73 |
38 | 39 | 16 | 31 | 3 | 2 | 20 | 2 | 4 | 34 | 79 |
39 | 57 | 19 | 17 | 2 | 0 | 15 | 3 | 1 | 40 | 104 |
40 | 18 | 6 | 36 | 3 | 2 | 7 | 3 | 5 | 17 | 56 |
41 | 25 | 16 | 43 | 1 | 1 | 24 | 2 | 5 | 36 | 92 |
42 | 23 | 22 | 51 | 0 | 0 | 11 | 7 | 2 | 16 | 53 |
43 | 36 | 18 | 48 | 0 | 0 | 20 | 1 | 5 | 23 | 70 |
44 | 23 | 13 | 27 | 0 | 4 | 23 | 2 | 1 | 29 | 78 |
45 | 39 | 13 | 43 | 0 | 0 | 23 | 2 | 2 | 34 | 85 |
46 | 20 | 12 | 46 | 0 | 4 | 13 | 1 | 5 | 15 | 54 |
47 | 37 | 19 | 39 | 4 | 2 | 20 | 3 | 4 | 22 | 75 |
48 | 23 | 19 | 29 | 1 | 1 | 20 | 1 | 4 | 28 | 74 |
49 | 35 | 8 | 39 | 0 | 1 | 16 | 3 | 5 | 27 | 72 |
50 | 37 | 6 | 40 | 0 | 2 | 19 | 2 | 5 | 26 | 76 |
51 | 32 | 15 | 39 | 0 | 2 | 16 | 1 | 4 | 44 | 97 |
52 | 25 | 13 | 38 | 0 | 1 | 21 | 3 | 5 | 18 | 51 |
53 | 37 | 21 | 42 | 0 | 0 | 11 | 4 | 5 | 32 | 78 |
54 | 55 | 18 | 46 | 0 | 0 | 24 | 1 | 1 | 33 | 82 |
55 | 21 | 10 | 57 | 4 | 0 | 18 | 4 | 2 | 23 | 60 |
56 | 13 | 6 | 38 | 1 | 0 | 24 | 3 | 4 | 8 | 47 |
57 | 44 | 10 | 38 | 2 | 1 | 18 | 3 | 5 | 38 | 98 |
58 | 28 | 14 | 24 | 4 | 0 | 21 | 4 | 3 | 20 | 66 |
59 | 20 | 6 | 39 | 0 | 0 | 12 | 3 | 3 | 16 | 55 |
60 | 24 | 9 | 36 | 0 | 3 | 16 | 1 | 2 | 15 | 57 |
61 | 26 | 6 | 29 | 0 | 0 | 18 | 4 | 4 | 26 | 71 |
62 | 5 | 11 | 40 | 0 | 2 | 13 | 6 | 1 | 17 | 56 |
63 | 18 | 19 | 50 | 0 | 0 | 28 | 2 | 4 | 27 | 72 |
64 | 20 | 19 | 41 | 0 | 4 | 19 | 4 | 4 | 27 | 70 |
65 | 58 | 9 | 23 | 0 | 3 | 26 | 1 | 1 | 31 | 78 |
66 | 26 | 20 | 63 | 0 | 1 | 21 | 8 | 2 | 28 | 67 |
67 | 29 | 21 | 43 | 4 | 2 | 13 | 5 | 1 | 21 | 63 |
68 | 41 | 9 | 34 | 0 | 0 | 15 | 5 | 2 | 27 | 68 |
69 | 39 | 21 | 42 | 3 | 1 | 14 | 5 | 3 | 23 | 73 |
70 | 42 | 19 | 35 | 2 | 1 | 15 | 1 | 5 | 29 | 85 |
71 | 17 | 19 | 31 | 0 | 3 | 20 | 6 | 4 | 37 | 94 |
72 | 35 | 21 | 64 | 0 | 1 | 12 | 3 | 3 | 21 | 69 |
73 | 17 | 12 | 55 | 0 | 4 | 22 | 3 | 2 | 21 | 65 |
74 | 25 | 12 | 34 | 0 | 0 | 10 | 6 | 2 | 19 | 51 |
75 | 25 | 10 | 28 | 1 | 3 | 19 | 7 | 4 | 22 | 63 |
76 | 18 | 16 | 18 | 2 | 0 | 20 | 2 | 5 | 21 | 69 |
77 | 44 | 14 | 45 | 1 | 2 | 17 | 3 | 5 | 30 | 82 |
78 | 18 | 9 | 35 | 0 | 4 | 22 | 1 | 4 | 22 | 65 |
79 | 40 | 23 | 76 | 1 | 1 | 10 | 8 | 4 | 23 | 73 |
80 | 19 | 10 | 41 | 2 | 0 | 22 | 5 | 1 | 18 | 51 |
81 | 29 | 11 | 38 | 0 | 2 | 11 | 8 | 1 | 27 | 71 |
82 | 16 | 13 | 28 | 0 | 0 | 24 | 5 | 4 | 26 | 72 |
83 | 28 | 21 | 42 | 2 | 1 | 13 | 8 | 1 | 18 | 56 |
84 | 19 | 21 | 48 | 0 | 1 | 19 | 5 | 3 | 18 | 60 |
85 | 0 | 22 | 30 | 0 | 0 | 21 | 5 | 5 | 22 | 61 |
86 | 33 | 22 | 33 | 3 | 0 | 10 | 1 | 3 | 24 | 73 |
87 | 18 | 9 | 51 | 0 | 0 | 15 | 3 | 5 | 22 | 67 |
88 | 41 | 23 | 32 | 1 | 3 | 11 | 1 | 3 | 24 | 72 |
89 | 30 | 17 | 35 | 1 | 0 | 9 | 1 | 5 | 43 | 89 |
90 | 23 | 16 | 35 | 3 | 0 | 24 | 5 | 3 | 18 | 62 |
91 | 31 | 18 | 42 | 0 | 0 | 25 | 4 | 5 | 25 | 78 |
92 | 46 | 12 | 22 | 1 | 3 | 19 | 5 | 5 | 33 | 77 |
93 | 26 | 13 | 38 | 0 | 1 | 19 | 3 | 5 | 36 | 85 |
94 | 50 | 9 | 36 | 4 | 2 | 15 | 4 | 5 | 19 | 64 |
95 | 20 | 13 | 32 | 0 | 2 | 16 | 6 | 4 | 36 | 87 |
96 | 40 | 18 | 30 | 0 | 0 | 17 | 2 | 5 | 41 | 85 |
97 | 59 | 19 | 26 | 4 | 0 | 12 | 1 | 3 | 33 | 78 |
98 | 51 | 14 | 43 | 2 | 0 | 15 | 4 | 4 | 47 | 109 |
99 | 39 | 17 | 27 | 4 | 2 | 22 | 2 | 4 | 19 | 65 |
100 | 20 | 12 | 30 | 1 | 2 | 18 | 4 | 4 | 26 | 65 |
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