Calculate the linear correlation coefficient for the data below. Round to three decimal places. x -9 -7 0 -3 -5 -6 -4 -2 -1 -8
y 2 -3 -15 -10 -6 -5 -8 -13 -14 -1
Solution:
X | Y | XY | X^2 | Y^2 |
-9 | 2 | -18 | 81 | 4 |
-7 | -3 | 21 | 49 | 9 |
0 | -15 | 0 | 0 | 225 |
-3 | -10 | 30 | 9 | 100 |
-5 | -6 | 30 | 25 | 36 |
-6 | -5 | 30 | 36 | 25 |
-4 | -8 | 32 | 16 | 64 |
-2 | -13 | 26 | 4 | 169 |
-1 | -14 | 14 | 1 | 196 |
-8 | -1 | 8 | 64 | 1 |
n | 10 |
sum(XY) | 173.00 |
sum(X) | -45.00 |
sum(Y) | -73.00 |
sum(X^2) | 285.00 |
sum(Y^2) | 829.00 |
Numerator | -1555.00 |
Denominator | 1562.95 |
r | -0.9949 |
r square | 0.9898 |
Xbar(mean) | -4.5000 |
Ybar(mean) | -7.3000 |
SD(X) | 2.8868 |
SD(Y) | 5.3359 |
b | -1.8848 |
a | -15.7818 |
r = -0.995
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