Question

In: Statistics and Probability

Do larger universities tend to have more property crime? University crime statistics are affected by a...

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.

Solutions

Expert Solution

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.


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