Question

In: Math

A. Here is a bivariate data set. x y 25.7 52.5 29.4 64.7 21.8 54.9 35...

A. Here is a bivariate data set.

x y
25.7 52.5
29.4 64.7
21.8 54.9
35 63.4
31.4 74.7
21.6 46.5
40.8 69.7
37.9 77.7
16.7 41.1
29.6 78.1
13.1 45.5
36.1 78.4
32.1 68.2
45.2 76.8
36.1 57.9

Find the correlation coefficient and report it accurate to three decimal places.
r =
What proportion of the variation in y can be explained by the variation in the values of x? Report answer as a percentage accurate to one decimal place.
r² = %

B. Based on the data shown below, calculate the correlation coefficient (to three decimal places)

x y
1 4.97
2 4.04
3 3.51
4 3.78
5 5.15
6 7.22
7 6.69
8 5.76
9 6.73
10 6.6
11 9.77
12 8.24
13 6.91

Solutions

Expert Solution

Ans:

a)

x y xy x^2 y^2
1 25.7 52.5 1349.25 660.49 2756.25
2 29.4 64.7 1902.18 864.36 4186.09
3 21.8 54.9 1196.82 475.24 3014.01
4 35 63.4 2219 1225 4019.56
5 31.4 74.7 2345.58 985.96 5580.09
6 21.6 46.5 1004.4 466.56 2162.25
7 40.8 69.7 2843.76 1664.64 4858.09
8 37.9 77.7 2944.83 1436.41 6037.29
9 16.7 41.1 686.37 278.89 1689.21
10 29.6 78.1 2311.76 876.16 6099.61
11 13.1 45.5 596.05 171.61 2070.25
12 36.1 78.4 2830.24 1303.21 6146.56
13 32.1 68.2 2189.22 1030.41 4651.24
14 45.2 76.8 3471.36 2043.04 5898.24
15 36.1 57.9 2090.19 1303.21 3352.41
Total 452.5 950.1 29981.01 14785.19 62521.15

Correlation coefficient,r=(15*29981.01-452.5*950.1)/SQRT((15*14785.19-452.5^2)*(15*62521.15-950.1^2))

r=0.810

r^2=0.810^2=0.656 or 65.6%

b)

x y xy x^2 y^2
1 1 4.97 4.97 1 24.7009
2 2 4.04 8.08 4 16.3216
3 3 3.51 10.53 9 12.3201
4 4 3.78 15.12 16 14.2884
5 5 5.15 25.75 25 26.5225
6 6 7.22 43.32 36 52.1284
7 7 6.69 46.83 49 44.7561
8 8 5.76 46.08 64 33.1776
9 9 6.73 60.57 81 45.2929
10 10 6.6 66 100 43.56
11 11 9.77 107.47 121 95.4529
12 12 8.24 98.88 144 67.8976
13 13 6.91 89.83 169 47.7481
Total 91 79.37 623.43 819 524.1671

correlation coefficient,r=(13*623.43-91*79.37)/SQRT((13*819-91^2)*(13*524.1671-79.37^2))

r=0.799


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