Determine the Pearson product-moment correlation coefficient for the following data.
x 1 11 9 6 4 3 2
y 10 4 5 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 | 10 | 10 | 1 | 100 |
11 | 4 | 44 | 121 | 16 |
9 | 5 | 45 | 81 | 25 |
6 | 5 | 30 | 36 | 25 |
4 | 7 | 28 | 16 | 49 |
3 | 7 | 21 | 9 | 49 |
2 | 8 | 16 | 4 | 64 |
n | 7 |
sum(XY) | 194.00 |
sum(X) | 36.00 |
sum(Y) | 46.00 |
sum(X^2) | 268.00 |
sum(Y^2) | 328.00 |
Numerator | -298.00 |
Denominator | 323.11 |
r | -0.9223 |
r square | 0.8506 |
Xbar(mean) | 5.1429 |
Ybar(mean) | 6.5714 |
SD(X) | 3.4480 |
SD(Y) | 1.9720 |
b | -0.5138 |
a | 9.2138 |
Correlation coefficient, r = -0.922
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