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 | 72 |
y | 40 | 35 | 30 | 28 | 16 |
(a) Make a scatter diagram of the data and visualize the line you think best fits the data.
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(b) Would you say the correlation is low, moderate, or strong?
positive or negative?
moderate and positivestrong and negative moderate and negativelow and positivelow and negativestrong and positive
(c) Use a calculator to verify that Σx = 133,
Σx2 = 6763, Σy = 149,
Σy2 = 4765, and Σxy = 2975. 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, y should tend to increase as x increases.Given our value of r, y should tend to remain constant as x increases. 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 decrease as x increases.
Part a)
Part b)
There is strong but negative correlation between variables
Part c)
X | Y | X * Y | X2 | Y2 | |
3 | 40 | 120 | 9 | 1600 | |
7 | 35 | 245 | 49 | 1225 | |
15 | 30 | 450 | 225 | 900 | |
36 | 28 | 1008 | 1296 | 784 | |
72 | 16 | 1152 | 5184 | 256 | |
Total | 133 | 149 | 2975 | 6763 | 4765 |
r = -0.966
Part d)
Given our value of r, y should tend to decrease as x increases.
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