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Disease and Blood Test

Source: 2012 AMC10B Problem #18

February 23, 2012
probabilityconditional probabilityexpected valueAMC

Problem Statement

Suppose that one of every 500500 people in a certain population has a particular disease, which displays no symptoms. A blood test is available for screening for this disease. For a person who has this disease, the test always turns out positive. For a person who does not have the disease, however, there is a 2%2\% false positive rate; in other words, for such people, 98%98\% of the time the test will turn out negative, but 2%2\% of the time the test will turn out positive and will incorrectly indicate that the person has the disease. Let pp be the probability that a person who is chosen at random from the population and gets a positive test result actually has the disease. Which of the following is closest to pp?
<spanclass=latexbold>(A)</span> 198<spanclass=latexbold>(B)</span> 19<spanclass=latexbold>(C)</span> 111<spanclass=latexbold>(D)</span> 4999<spanclass=latexbold>(E)</span> 9899 <span class='latex-bold'>(A)</span>\ \frac{1}{98}\qquad<span class='latex-bold'>(B)</span>\ \frac{1}{9}\qquad<span class='latex-bold'>(C)</span>\ \frac{1}{11}\qquad<span class='latex-bold'>(D)</span>\ \frac{49}{99}\qquad<span class='latex-bold'>(E)</span>\ \frac{98}{99}