In: Statistics and Probability
A company with a large fleet of cars hopes to keep gasoline costs down and sets a goal of attaining a fleet average of at least
2424
miles per gallon. To see if the goal is being met, they check the gasoline usage for
5050
company trips chosen at random, finding a mean of
22.0522.05
mpg and a standard deviation of
5.555.55
mpg. Is this strong evidence they have failed to attain their fuel economy goal? Complete parts a through e below.
a) Write appropriate hypotheses.
Which hypotheses below will test if the company failed to attain their goal?
A.
Upper H 0H0:
muμequals=2424
Upper H Subscript Upper AHA:
muμnot equals≠2424
B.
Upper H 0H0:
muμless than<2424
Upper H Subscript Upper AHA:
muμequals=2424
C.
Upper H 0H0:
muμgreater than>2424
Upper H Subscript Upper AHA:
muμequals=2424
D.
Upper H 0H0:
muμnot equals≠2424
Upper H Subscript Upper AHA:
muμequals=2424
E.
Upper H 0H0:
muμequals=2424
Upper H Subscript Upper AHA:
muμgreater than>2424
F.
Upper H 0H0:
muμequals=2424
Upper H Subscript Upper AHA:
muμless than<2424
b) Are the necessary assumptions to perform inference satisfied?
A.
No, the nearly normal condition is not satisfied.
B.
No, the randomization condition is not satisfied.
C.
No, the 10% condition is not satisfied.
D.
Yes, all the necessary assumptions are satisfied or can be assumed to be satisfied.
c) Test the hypothesis and find the P-value.
The P-value is
nothing.
(Round to three decimal places as needed.)
d) Explain what the P-value means in this context.
Choose the correct answer below.
A.The P-value is the probability of obtaining a sample mean of
22.0522.05
mpg or more if the mean mileage of the fleet is
2424
mpg.
B.The P-value is the probability that the mean mileage of the fleet is greater than or equal to the proposed mean of
2424
mpg.
C.The P-value is the probability that the mean mileage of the fleet is
22.0522.05
mpg rather than the proposed mean of
2424
mpg.
D.The P-value is the probability of obtaining a sample mean of
22.0522.05
mpg or less if the mean mileage of the fleet is
2424
mpg.
e) State an appropriate conclusion.
Since the P-value is
▼
less
greater
than any reasonable level of significance, the data
▼
provide
fail to provide
sufficient evidence to reject the null hypothesis.