Very few testing procedures are absolutely perfect. This has become particularly apparent with the discussion of sensitivity and specificity of COVID-19 Rapid Antigen (RAT) tests recently. These have often been compared to the gold standard Polymerase Chain Reaction (PCR) test. The information booklet for a high quality RAT test provides details for sensitivity and specificity. RAT tests were applied to 101 subjects who where known to have COVID-19. Of those, 91 resulted in a positive RAT test. Another 305 subjects who were known not to be infected with COVID-19 were tested using the RAT test and 303 of them tested negative. Looking on the NSW Health Website, there are currently 166,957 active cases of COVID-19 in NSW out of a population of 8,160,000 people. Let C be the event that someone has COVID-19 and therefore C1 the event that someone does not have COVID-19. Let P be the event that someone tests positive for COVID-19 and therefore P1 the event that someone tests negative for COVID-19. 1. Suppose you went to a family birthday party on the weekend and there were 10 individuals there. On Wednesday following the party, 6 out of 10 people at the party have tested positive for COVID-19 using a PCR test. Now suppose that you test positive using a RAT test. Estimate the probability of having COVID-19 given your positive RAT test taking into account the information you received following the weekend’s party.

A First Course in Probability (10th Edition)
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Chapter1: Combinatorial Analysis
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Very few testing procedures are absolutely perfect. This has become particularly apparent with the discussion of sensitivity and specificity of COVID-19 Rapid Antigen (RAT) tests recently. These have often been compared to the gold standard Polymerase Chain Reaction (PCR) test.
The information booklet for a high quality RAT test provides details for sensitivity and specificity.
RAT tests were applied to 101 subjects who where known to have COVID-19. Of those, 91 resulted in a positive RAT test. Another 305 subjects who were known not to be infected with COVID-19 were tested using the RAT test and 303 of them tested negative.
Looking on the NSW Health Website, there are currently 166,957 active cases of COVID-19 in NSW out of a population of 8,160,000 people.
Let C be the event that someone has COVID-19 and therefore C1 the event that someone does not have COVID-19. Let P be the event that someone tests positive for COVID-19 and therefore P1 the event that someone tests negative for COVID-19.

1. Suppose you went to a family birthday party on the weekend and there were 10
individuals there. On Wednesday following the party, 6 out of 10 people at the party have tested positive for COVID-19 using a PCR test. Now suppose that you test positive using a RAT test. Estimate the probability of having COVID-19 given your positive RAT test taking into account the information you received following the weekend’s party.

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