Here is a bivariate data set.
x | y |
---|---|
38 | 12 |
36 | 19 |
26 | -17 |
36 | 35 |
40 | 35 |
44 | 48 |
43 | 23 |
25 | 26 |
47 | 62 |
48 | 53 |
Find the correlation coefficient and report it accurate to four
decimal places.
r =
Solution:
X | Y | XY | X^2 | Y^2 |
38 | 12 | 456 | 1444 | 144 |
36 | 19 | 684 | 1296 | 361 |
26 | 17 | 442 | 676 | 289 |
36 | 35 | 1260 | 1296 | 1225 |
40 | 35 | 1400 | 1600 | 1225 |
44 | 48 | 2112 | 1936 | 2304 |
43 | 23 | 989 | 1849 | 529 |
25 | 26 | 650 | 625 | 676 |
47 | 62 | 2914 | 2209 | 3844 |
48 | 53 | 2544 | 2304 | 2809 |
n | 10 |
sum(XY) | 13451.00 |
sum(X) | 383.00 |
sum(Y) | 330.00 |
sum(X^2) | 15235.00 |
sum(Y^2) | 13406.00 |
Numerator | 8120.00 |
Denominator | 11934.44 |
r | 0.6804 |
r square | 0.4629 |
Xbar(mean) | 38.3000 |
Ybar(mean) | 33.0000 |
SD(X) | 5.4975 |
SD(Y) | 12.6183 |
b | 1.4344 |
a | -21.9366 |
r = 0.6804
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