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OpenStudy (anonymous):
The known rate of usage of a particular illicit drug is 3%. A test exists that will correctly identify a drug user 96% of the time. The test also misidentifies a non-user 2% of the time. What is the probability that a person who has tested positive for the drug is actually a non-user?
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