In: Statistics and Probability
Use the following data to calculate and record the correlation coefficient, r.
|
Height (in.) |
Foot Length (in.) |
|
63 |
10 |
|
66 |
12 |
|
62.5 |
9.4 |
|
74 |
10.5 |
|
70 |
11.3 |
|
72 |
11.3 |
|
71 |
12.5 |
|
64 |
9.1 |
|
72 |
10.9 |
|
71 |
10 |
|
74 |
12.1 |
|
67 |
10 |
|
69 |
11.1 |
|
65 |
9.6 |
|
62.8 |
9 |
|
72 |
11.3 |
|
68.8 |
10.5 |
|
69 |
10 |
|
65.3 |
9 |
|
53 |
7 |
|
71 |
10.3 |
|
74 |
11.7 |
|
70 |
10 |
|
72 |
10.6 |
|
72.5 |
12.8 |
|
67 |
9.5 |
|
69 |
10.9 |
|
74 |
11.6 |
|
68 |
9 |
|
70.1 |
10.1 |
|
62 |
8 |
|
77 |
11.4 |
|
63 |
9.5 |
|
64.5 |
9.4 |
|
71 |
9.8 |
| X-Mx | Y-My | (X-Mx)^2 | (Y-MY)^2 | (X-Mx)(Y-MY) |
| -5.471 | -0.32 | 29.937 | 0.102 | 1.751 |
| -2.471 | 1.68 | 6.108 | 2.822 | -4.152 |
| -5.971 | -0.92 | 35.658 | 0.846 | 5.494 |
| 5.529 | 0.18 | 30.565 | 0.032 | 0.995 |
| 1.529 | 0.98 | 2.337 | 0.96 | 1.498 |
| 3.529 | 0.98 | 12.451 | 0.96 | 3.458 |
| 2.529 | 2.18 | 6.394 | 4.752 | 5.512 |
| -4.471 | -1.22 | 19.994 | 1.488 | 5.455 |
| 3.529 | 0.58 | 12.451 | 0.336 | 2.047 |
| 2.529 | -0.32 | 6.394 | 0.102 | -0.809 |
| 5.529 | 1.78 | 30.565 | 3.168 | 9.841 |
| -1.471 | -0.32 | 2.165 | 0.102 | 0.471 |
| 0.529 | 0.78 | 0.279 | 0.608 | 0.412 |
| -3.471 | -0.72 | 12.051 | 0.518 | 2.499 |
| -5.671 | -1.32 | 32.165 | 1.742 | 7.486 |
| 3.529 | 0.98 | 12.451 | 0.96 | 3.458 |
| 0.329 | 0.18 | 0.108 | 0.032 | 0.059 |
| 0.529 | -0.32 | 0.279 | 0.102 | -0.169 |
| -3.171 | -1.32 | 10.058 | 1.742 | 4.186 |
| -15.471 | -3.32 | 239.365 | 11.022 | 51.365 |
| 2.529 | -0.02 | 6.394 | 0 | -0.051 |
| 5.529 | 1.38 | 30.565 | 1.904 | 7.629 |
| 1.529 | -0.32 | 2.337 | 0.102 | -0.489 |
| 3.529 | 0.28 | 12.451 | 0.078 | 0.988 |
| 4.029 | 2.48 | 16.229 | 6.15 | 9.991 |
| -1.471 | -0.82 | 2.165 | 0.672 | 1.207 |
| 0.529 | 0.58 | 0.279 | 0.336 | 0.307 |
| 5.529 | 1.28 | 30.565 | 1.638 | 7.077 |
| -0.471 | -1.32 | 0.222 | 1.742 | 0.622 |
| 1.629 | -0.22 | 2.652 | 0.048 | -0.358 |
| -6.471 | -2.32 | 41.879 | 5.382 | 15.014 |
| 8.529 | 1.08 | 72.737 | 1.166 | 9.211 |
| -5.471 | -0.82 | 29.937 | 0.672 | 4.487 |
| -3.971 | -0.92 | 15.772 | 0.846 | 3.654 |
| 2.529 | -0.52 | 6.394 | 0.27 | -1.315 |
| Mx: 68.471 | My: 10.320 | Sum: 772.351 | Sum: 53.416 | Sum: 158.830 |
X Values
∑ = 2396.5
Mean = 68.471
∑(X - Mx)2 = SSx = 772.351
Y Values
∑ = 361.2
Mean = 10.32
∑(Y - My)2 = SSy = 53.416
X and Y Combined
N = 35
∑(X - Mx)(Y - My) = 158.83
R Calculation
r = ∑((X - My)(Y - Mx)) /
√((SSx)(SSy))
r = 158.83 / √((772.351)(53.416)) = 0.782