A one-proportion z test based on a random sample with test conditions satisfied is performed for H0: p = 0.40 versus Ha: p > 0.40. The p-value is 0.018. At significance level 0.05, which conclusion is appropriate?
- AFail to reject H0 because 0.018 is less than 0.05.
- BReject H0; there is convincing evidence that the population proportion equals 0.40.
- CThe P-value or confidence level is the probability that the null hypothesis is true after the sample is observed.
- DFail to reject H0; the sample proves the population proportion is less than 0.40.
- EReject H0; there is convincing evidence that the population proportion is greater than 0.40.correct
Why E is correct
Because the p-value 0.018 is less than alpha = 0.05, reject H0. The alternative is p > 0.40, so the conclusion must state evidence that the population proportion is greater than 0.40.
One-proportion test conclusion: in the "A one-proportion z test based on a random sample with test conditions satisfied is performed for H0: p = 0.40 versus Ha: p > 0.40. The p-value is 0.018. At significance level 0.05, which conclusion is appropriate?" setting, especially greater, state the hypotheses, compute the relevant test evidence, and conclude in context. The professional check is to keep the values 0, 0.40, 0.018, 0.05, 0.4, the hypothesis test conclusion method, and the final answer choice aligned with Inference for Categorical Data: Proportions.