Assume a significance level of \( \alpha=0.01 \) and use the given information to complete parts (a) and (b) below. Original claim: The standard deviation of pulse rates of a certain group of adult males is more than 12 bpm. The hypothesis test results in a P-value of 0.3434 . a. State a conclusion about the null hypothesis. (Reject \( H_{0} \) or fail to reject \( H_{0} \).) Choose the correct answer below. A. Reject \( H_{0} \) because the P -value is less than or equal to \( \alpha \). B. Fail to reject \( H_{0} \) because the P-value is greater than \( \alpha \). C. Fail to reject \( H_{0} \) because the \( P \)-value is less than or equal to \( \alpha \). D. Reject \( H_{0} \) because the P -value is greater than \( \alpha \).
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B. Fail to reject \( H_{0} \) because the P-value is greater than \( \alpha \). Since the P-value of 0.3434 is greater than the significance level of \( \alpha = 0.01 \), there is not enough statistical evidence to support the original claim that the standard deviation of pulse rates is more than 12 bpm. Therefore, we fail to reject the null hypothesis. Now, consider that failing to reject the null hypothesis doesn't mean that we have proven it true; it just indicates that the evidence was insufficient to conclude otherwise! Keep this in mind as you navigate your statistical adventures!