In: Statistics and Probability
Is college worth it? Part I: Among a simple random sample of 331 American adults who do not have a four-year college degree and are not currently enrolled in school, 48% said they decided not to go to college because they could not afford school.
(a) A newspaper article states that only a minority of the Americans who decide not to go to college do so because they cannot afford it and uses the point estimate from this survey as evidence. Conduct a hypothesis test to determine if these data provide strong evidence supporting this statement. The hypotheses for this test are:
A. Ho: p = .5 Ha: p < .5
B. Ho: p = .5 Ha: p ≠ .5
C. Ho: p = .5 Ha: p > .5
The test statistic is: (_____) The p-value associated with this hypothesis test is: (_____) What is the conclusion of the hypothesis test?
A. Since p ≥ α we accept the null hypothesis
B. Since p<α we reject the null hypothesis and accept the alternative
C. Since p ≥ α we do not have enough evidence to reject the null hypothesis
D. Since p<α we fail to reject the null hypothesis
E. Since p ≥ α we reject the null hypothesis and accept the alternative
Interpret the result of the test in the context of this study and article:
A. The data do not provide sufficient evidence to claim that only a minority of Americans who choose not to go to college do so because they cannot afford it
B. The data provide sufficient evidence to claim that only a minority of Americans who choose not to go to college do so because they cannot afford it
(b) Would you expect a confidence interval for the proportion of American adults who decide not to go to college because they cannot afford it to include 0.5?
A. yes
B. no
C. Since p ≥ α we do not have enough evidence to reject the null hypothesis
A. The data do not provide sufficient evidence to claim that only a minority of Americans who choose not to go to college do so because they cannot afford it
A. yes