FRM Part I · FRM Exam Part I · Hypothesis Testing
A 95% confidence interval for a portfolio's mean annual excess return is computed as 2.0% to 8.0% from a large sample. A risk manager uses this interval to test H0: mean = 0 against a two-sided alternative at the 5% significance level. Which conclusion is correct?
Reject the null hypothesis. A two-sided 5% test rejects any hypothesized mean that falls outside the 95% confidence interval, and zero lies below the lower bound of 2.0%. Interval width or midpoint alone does not decide the test.
- AReject H0, because zero lies outside the intervalCorrect
- BFail to reject H0, because the interval is wide
- CFail to reject H0, because the interval midpoint of 5.0% exceeds zero
- DReject H0 only if the test is one-sided
Explanation
A two-sided test at 5% rejects any hypothesized value outside the 95% confidence interval. Zero is below 2.0%, so it lies outside and H0 is rejected. Interval width does not determine the decision, and the midpoint being positive is the sample estimate, not the test criterion.
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