In: Statistics and Probability
Hypotheses for a statistical test are given along with a confidence interval for a sample. Use the confidence interval to state a formal conclusion of the test for that sample and give the significance level used to make the conclusion.
Ho: p = 0.5 vs Ha: p ≠ 0.5
Solution:
Hypothesis about population proportion p are
Ho: p = 0.5 vs Ha: p ≠ 0.5
Two tailed test
a)
95% confidence interval for p: 0.36 to 0.55.
The hypothetical value 0.5 is inside the interval.
So ,
Do not reject Ho: p = 0.5
Conclusion: At = 0.025 , there is no evidence to conclude that the population proportion is different from 0.5
b)
90% confidence interval for p: 0.32 to 0.48.
The hypothetical value 0.5 is not inside the interval.
So ,
Reject Ho: p = 0.5
Conclusion: At = 0.05 , there is sufficient evidence to conclude that the population proportion is different from 0.5
c)
99% confidence interval for p: 0.18 to 0.65.
The hypothetical value 0.5 is inside the interval.
So ,
Do not reject Ho: p = 0.5
Conclusion: At = 0.005 , there is no evidence to conclude that the population proportion is different from 0.5