Find the Pearson Correlation for the following data. X Y 1 3 1 2 2 4 2 5 3 5 3 6
Solution :
X | Y | XY | X^2 | Y^2 |
1 | 3 | 3 | 1 | 9 |
1 | 2 | 2 | 1 | 4 |
2 | 4 | 8 | 4 | 16 |
2 | 5 | 10 | 4 | 25 |
3 | 5 | 15 | 9 | 25 |
3 | 6 | 18 | 9 | 36 |
n | 6 |
sum(XY) | 56.00 |
sum(X) | 12.00 |
sum(Y) | 25.00 |
sum(X^2) | 28.00 |
sum(Y^2) | 115.00 |
Numerator | 36.00 |
Denominator | 39.50 |
r | 0.9115 |
r square | 0.8308 |
Xbar(mean) | 2.0000 |
Ybar(mean) | 4.1667 |
SD(X) | 0.8165 |
SD(Y) | 1.3437 |
b | 1.5000 |
a | 1.1667 |
Pearson Correlation = r = 0.9115
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