Determine the Pearson product-moment correlation coefficient for the following data.
x 1 10 9 7 5 3 2
y 8 4 6 5 7 7 8
(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 | 8 | 8 | 1 | 64 |
10 | 4 | 40 | 100 | 16 |
9 | 6 | 54 | 81 | 36 |
7 | 5 | 35 | 49 | 25 |
5 | 7 | 35 | 25 | 49 |
3 | 7 | 21 | 9 | 49 |
2 | 8 | 16 | 4 | 64 |
n | 7 |
sum(XY) | 209.00 |
sum(X) | 37.00 |
sum(Y) | 45.00 |
sum(X^2) | 269.00 |
sum(Y^2) | 303.00 |
Numerator | -202.00 |
Denominator | 222.14 |
r | -0.9094 |
r square | 0.8269 |
Xbar(mean) | 5.2857 |
Ybar(mean) | 6.4286 |
SD(X) | 3.1842 |
SD(Y) | 1.3437 |
b | -0.3930 |
a | 8.5058 |
Correlation coefficient, r = -0.909
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