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We used pure math to apply Bayes Theorem to drug tests. Now write Python code to reproduce the results! This is purposefully open ended -
We used pure math to apply Bayes Theorem to drug tests. Now write Python code to reproduce the results! This is purposefully open ended - you'll have to think about how you should represent probabilities and events. You can and should look things up. Specific goals/targets: 1) Write a function def prob_drunk_given_positive(prob_drunk_prior, false_positive_rate): You should only truly need these two values in order to apply Bayes Theorem. In this example, imagine that individuals are taking a breathalyzer test with an 8% false positive rate, a 100% true positive rate, and that our prior belief about drunk driving in the population is 1/1000. What is the probability that a person is drunk after one positive breathalyzer test? What is the probability that a person is drunk after two positive breathalyzer tests? How many positive breathalyzer tests are needed in order to have a probability that's greater than 95% that a person is drunk beyond the legal limit
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