DSE 2005 Question 18: Probability and Bayes' theorem
A blood test to detect the presence of a certain disease successfully detects the disease in 99 out of every 100 patients who actually have the disease. But it falsely indicates the presence of the disease in 1 out of every 100 healthy persons. 1 percent of the population has the disease. The test is administered to a randomly selected person. What is the probability that she has the disease given that her test result is positive?
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A blood test to detect the presence of a certain disease successfully detects the disease in 99 out of every 100 patients who actually have the disease. But it falsely indicates the presence of the disease in 1 out of every 100 healthy persons. 1 percent of the population has the disease. The test is administered to a randomly selected person. What is the probability that she has the disease given that her test result is positive? (A) 2/3 (B) 1/2 (C) 3/4 (D) 3/5
Probability and Bayes' theorem has come up 190 times in 7 exams since 2004.
What this question tests
This question is on Total probability and Bayes' theorem, part of Probability and Bayes' theorem in Statistics.
Reversing a conditional probability and updating beliefs from evidence.
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