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AP Statistics/Unit 3: Collecting Data
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Statistical Power and Hypothesis Testing
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A researcher conducted a double-blind experiment comparing a new pain medication to a standard treatment. Results showed no significant difference between treatments (p = 0.37). The study had 80% power to detect a clinically meaningful difference. What is the most appropriate conclusion?

A

A larger sample size is needed to detect the difference.

B

There is evidence the new medication is equivalent to standard treatment.

C

The experiment failed to prove anything.

D

The new medication is ineffective.

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