Find the value of the linear correlation coefficient r
X 20.2 40.3 27.5 23.4 30.7
Y 5 5 9 8 10
Solution:
X | Y | XY | X^2 | Y^2 |
20.2 | 5 | 101 | 408.04 | 25 |
40.3 | 5 | 201.5 | 1624.09 | 25 |
27.5 | 9 | 247.5 | 756.25 | 81 |
23.4 | 8 | 187.2 | 547.56 | 64 |
30.7 | 10 | 307 | 942.49 | 100 |
n | 5 |
sum(XY) | 1044.20 |
sum(X) | 142.10 |
sum(Y) | 37.00 |
sum(X^2) | 4278.43 |
sum(Y^2) | 295.00 |
Numerator | -36.70 |
Denominator | 356.61 |
r | -0.1029 |
r square | 0.0106 |
Xbar(mean) | 28.4200 |
Ybar(mean) | 7.4000 |
SD(X) | 6.9275 |
SD(Y) | 2.0591 |
b | -0.0306 |
a | 8.2694 |
r = -0.1029
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