Questions: Use the following results from a test for marijuana use, which is provided by a certain drug testing company. Among 147 subjects with positive test results, there are 27 false positive results; among 160 negative results, there are 2 false negative results. If one of the test subjects is randomly selected, find the probability that the subject tested negative or did not use marijuana. (Hint: Construct a table.)
The probability that a randomly selected subject tested negative or did not use marijuana is (Do not round until the final answer. Then round to three decimal places as needed.)
Transcript text: Use the following results from a test for marijuana use, which is provided by a certain drug testing company. Among 147 subjects with positive test results, there are 27 false positive results; among 160 negative results, there are 2 false negative results. If one of the test subjects is randomly selected, find the probability that the subject tested negative or did not use marijuana. (Hint: Construct a table.)
The probability that a randomly selected subject tested negative or did not use marijuana is $\square$
(Do not round until the final answer. Then round to three decimal places as needed.)
Solution
Solution Steps
Step 1: Construct a Contingency Table
Given the total number of subjects \(N\) = 307, positive test results \(P\) = 147, false positive results \(FP\) = 27, and false negative results \(FN\) = 2.
We calculate True Positive \(TP\) = \(P - FP\) = 120 and True Negative \(TN\) = \(N - P - FN\) = 158.
Step 2: Calculate Probabilities
The probability of a false positive or false negative is calculated as \(
rac{FP + FN}{N}\) = 0.094.
The probability that a subject tested negative or did not use the substance is calculated as \(
rac{TN + (N - P - TN)}{N}\) = 0.521.
Final Answer:
The probability of a false positive or false negative is 0.094.
The probability that a subject tested negative or did not use the substance is 0.521.