In: Statistics and Probability
Do larger universities tend to have more property crime? University crime statistics are affected by a variety of factors. The surrounding community, accessibility given to outside visitors, and many other factors influence crime rate. Let x be a variable that represents student enrollment (in thousands) on a university campus, and let y be a variable that represents the number of burglaries in a year on the university campus. A random sample of n = 8 universities in California gave the following information about enrollments and annual burglary incidents.
x | 14.5 | 30.2 | 24.5 | 14.3 | 7.5 | 27.7 | 16.2 | 20.1 |
---|---|---|---|---|---|---|---|---|
y | 25 | 69 | 39 | 23 | 15 | 30 | 15 | 25 |
(a)
Make a scatter diagram of the data. Then visualize the line you think best fits the data. (Submit a file with a maximum size of 1 MB.)
(b)
Use a calculator to verify that Σ(x) = 155.0,
Σ(x2) = 3417.02, Σ(y) = 241,
Σ(y2) = 9411 and Σ(x y) =
5419.7.
Compute r. (Enter a number. Round to 3 decimal
places.)
As x increases, does the value of r imply that
y should tend to increase or decrease? Explain your
answer.
Given our value of r, y should tend to decrease 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, we can not draw any conclusions for the behavior of y as x increases.
b. The value of r is 0.795
(The calculations are provided below)
Given our value of r, y should tend to increase as x increases because the value of r is positive.
Thank you.