Question

In: Statistics and Probability

Use the following data to calculate and record the correlation coefficient, r. Height (in.) Foot Length...

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

Solutions

Expert Solution

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


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