Here is a bivariate data set.
x | y |
---|---|
17 | 85 |
36 | -0 |
32 | -7 |
37 | 11 |
56 | -50 |
18 | 87 |
40 | 3 |
5 | 64 |
24 | 28 |
Find the correlation coefficient and report it accurate to four
decimal places.
r =
Solution:
X | Y | XY | X^2 | Y^2 |
17 | 85 | 1445 | 289 | 7225 |
36 | 0 | 0 | 1296 | 0 |
32 | -7 | -224 | 1024 | 49 |
37 | 11 | 407 | 1369 | 121 |
56 | -50 | -2800 | 3136 | 2500 |
18 | 87 | 1566 | 324 | 7569 |
40 | 3 | 120 | 1600 | 9 |
5 | 64 | 320 | 25 | 4096 |
24 | 28 | 672 | 576 | 784 |
n | 9 |
sum(XY) | 1506.00 |
sum(X) | 265.00 |
sum(Y) | 221.00 |
sum(X^2) | 9639.00 |
sum(Y^2) | 22353.00 |
Numerator | -45011.00 |
Denominator | 50174.74 |
r | -0.8971 |
r square | 0.8048 |
Xbar(mean) | 29.4444 |
Ybar(mean) | 24.5556 |
SD(X) | 13.1360 |
SD(Y) | 49.6957 |
b | -2.7236 |
a | 104.7518 |
r = -0.8971
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