Determine the Pearson product-moment correlation coefficient for the following data.
x 1 10 9 8 4 3 2
y 10 4 4 5 7 7 9
(Do not round the intermediate values. Round your answer to 3 decimal places.)
Correlation coefficient, r =
Solution:
X | Y | XY | X^2 | Y^2 |
1 | 10 | 10 | 1 | 100 |
10 | 4 | 40 | 100 | 16 |
9 | 4 | 36 | 81 | 16 |
8 | 5 | 40 | 64 | 25 |
4 | 7 | 28 | 16 | 49 |
3 | 7 | 21 | 9 | 49 |
2 | 9 | 18 | 4 | 81 |
n | 7 |
sum(XY) | 193.00 |
sum(X) | 37.00 |
sum(Y) | 46.00 |
sum(X^2) | 275.00 |
sum(Y^2) | 336.00 |
Numerator | -351.00 |
Denominator | 362.24 |
r | -0.9690 |
r square | 0.9389 |
Xbar(mean) | 5.2857 |
Ybar(mean) | 6.5714 |
SD(X) | 3.3375 |
SD(Y) | 2.1148 |
b | -0.6313 |
a | 9.9083 |
r = -0.969
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