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 | 36 | 70 |
y | 40 | 35 | 30 | 28 | 17 |
(b) Would you say the correlation is low, moderate, or strong? positive or negative?
strong and negativestrong and positive moderate and negativemoderate and positivelow and negativelow and positive
(c) Use a calculator to verify that Σx = 131,
Σx2 = 6479, Σy = 150,
Σy2 = 4798, and Σxy = 3013. Compute
r. (Round your answer to three decimal places.)
r =
As x increases, does the value of r imply that
y should tend to increase or decrease? Explain.
Given our value of r, we cannot draw any conclusions for the behavior of y as x increases.Given our value of r, y should tend to remain constant as x increases. Given our value of r, y should tend to increase as x increases.Given our value of r, y should tend to decrease as x increases.
Solution :
X | Y | XY | X^2 | Y^2 |
3 | 40 | 120 | 9 | 1600 |
7 | 35 | 245 | 49 | 1225 |
15 | 30 | 450 | 225 | 900 |
36 | 28 | 1008 | 1296 | 784 |
70 | 17 | 1190 | 4900 | 289 |
n | 5 |
sum(XY) | 3013.00 |
sum(X) | 131.00 |
sum(Y) | 150.00 |
sum(X^2) | 6479.00 |
sum(Y^2) | 4798.00 |
Numerator | -4585.00 |
Denominator | 4764.31 |
r | -0.9624 |
r square | 0.9261 |
Xbar(mean) | 26.2000 |
Ybar(mean) | 30.0000 |
SD(X) | 24.6852 |
SD(Y) | 7.7201 |
b | -0.3010 |
a | 37.8855 |
(b)
strong and negative
(c)
r = -0.962
Given our value of r, y should tend to decrease as x increases.
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