In: Statistics and Probability
Let x be the average number of employees in a group health insurance plan, and let y be the average administrative cost as a percentage of claims.
x | 3 | 7 | 15 | 40 | 71 |
y | 40 | 35 | 30 | 28 | 19 |
(c) Use a calculator to verify that Σx = 136, Σx2 = 6924, Σy = 152, Σy2 = 4870, and Σxy = 3284. Compute r. (Round your answer to three decimal places.)
r =
Correlation coefficient = r = [n∑xy - ∑x∑y]/sqrt[(n∑x^2 – (∑x)^2)*(n∑y^2 – (∑y)^2)]
So, by using given values, we have
r = [n∑xy - ∑x∑y]/sqrt[(n∑x^2 – (∑x)^2)*(n∑y^2 – (∑y)^2)]
r = [5*3284 - 136*152]/sqrt[(5*6924 – (136)^2)*(5*4870– (152)^2)]
r = -4252/4482.243
r = -0.94863
r = -0.949