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1 The probability that a medical test will correctly detect the presence of a certain disease is 98%. The probability that this test will correctly detect the absence of the disease is 95%.
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2 The disease is fairly rare, found in only 0.5% of the population. If you have a positive test (meaning that the test says “yes, you got it”) what is the probability that you really have the disease?
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3 Test positive Test negative TOTAL Have disease? YES Have disease? NO TOTAL100,000
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4 Test positive Test negative TOTAL Have disease? YES 500 Have disease? NO 99,500 TOTAL100,000
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5 Test positive Test negative TOTAL Have disease? YES 490 500 Have disease? NO 99,500 TOTAL100,000
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6 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 99,500 TOTAL100,000
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7 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 94,525 99,500 TOTAL100,000
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8 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 4,975 94,525 99,500 TOTAL100,000
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9 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 4,975 94,525 99,500 TOTAL 5,465 100,000
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10 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 4,975 94,525 99,500 TOTAL 5,465 94,535 100,000
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11 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 4,975 94,525 99,500 TOTAL 5,465 94,535 100,000 Among those with a positive test, the proportion with The disease is (about 9%).
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12 Test positive Test negative TOTAL Have disease? YES 490 10 500 Have disease? NO 4,975 94,525 99,500 TOTAL 5,465 94,535 100,000 Among those with a negative test, the proportion with out the disease is (99.9894%).
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