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 | 35 | 70 |
y | 40 | 35 | 30 | 26 | 20 |
(a) Make a scatter diagram of the data and visualize the line you think best fits the data.
(b) Would you say the correlation is low, moderate, or strong?
positive or negative?
low and negative
low and positive
moderate and negative
strong and negative
moderate and positive
strong and positive
(c) Use a calculator to verify that Σx = 130,
Σx2 = 6408, Σy = 151,
Σy2 = 4801, and Σxy = 3125. 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 decrease 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 remain constant as x increases.
X | Y | X * Y | |||
3 | 40 | 120 | 9 | 1600 | |
7 | 35 | 245 | 49 | 1225 | |
15 | 30 | 450 | 225 | 900 | |
35 | 26 | 910 | 1225 | 676 | |
70 | 20 | 1400 | 4900 | 400 | |
Total | 130 | 151 | 3125 | 6408 | 4801 |
Part b)
strong and negative
Part c)
r = -0.938
Given our value of r, y should tend to decrease as x increases.
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