In: Statistics and Probability
In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of freedom d.f. not in the Student's t table, use the closest d.f. that is smaller. In some situations, this choice of d.f. may increase the P-value by a small amount and therefore produce a slightly more "conservative" answer.
Are America's top chief executive officers (CEOs) really worth
all that money? One way to answer this question is to look at row
B, the annual company percentage increase in revenue, versus row A,
the CEO's annual percentage salary increase in that same company.
Suppose a random sample of companies yielded the following
data:
B: Percent increase
for company 26 23
25 18 6 4
21 37
A: Percent increase
for CEO 21 25 22
14 −4 19 15
30
Do these data indicate that the population mean percentage increase
in corporate revenue (row B) is different from the population mean
percentage increase in CEO salary? Use a 5% level of significance.
(Let d = B − A.)
(a) What is the level of significance?
0.05
Correct: Your answer is correct.
State the null and alternate hypotheses.
H0: μd = 0; H1: μd > 0
H0: μd = 0; H1: μd < 0
H0: μd ≠ 0; H1: μd = 0
H0: μd = 0; H1: μd ≠ 0
H0: μd > 0; H1: μd = 0
Correct: Your answer is correct.
(b) What sampling distribution will you use? What assumptions
are you making?
The Student's t. We assume that d has an approximately uniform
distribution.
The standard normal. We assume that d has an approximately normal
distribution.
The Student's t. We assume that d has an approximately normal
distribution.
The standard normal. We assume that d has an approximately uniform
distribution.
Correct: Your answer is correct.
What is the value of the sample test statistic? (Round your answer to three decimal places.)