A drug-screening test is used in a large population of people of whom 4% actually use drugs. Suppose that the false positive rate is 3% and the false-negative rate is 2%. Thus a person who uses drugs tests positive for 98% of the time, and a person who does not use drugs tests negative for 97% of the time. (Use Bayes’ Theorem) (a) What is the probability that a randomly chosen person who tests positive for drugs actually uses drugs? (b) What is the probability that a randomly chosen person who tests negative for drugs does not use drugs?
Contingency Table
A contingency table can be defined as the visual representation of the relationship between two or more categorical variables that can be evaluated and registered. It is a categorical version of the scatterplot, which is used to investigate the linear relationship between two variables. A contingency table is indeed a type of frequency distribution table that displays two variables at the same time.
Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
A drug-screening test is used in a large population of people of whom 4% actually use drugs. Suppose that the false positive rate is 3% and the false-negative rate is 2%. Thus a person who uses drugs tests positive for 98% of the time, and a person who does not use drugs tests negative for 97% of the time. (Use Bayes’ Theorem)
(a) What is the probability that a randomly chosen person who tests positive for drugs actually uses drugs?
(b) What is the probability that a randomly chosen person who tests negative for drugs does not use drugs?
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