Suppose that the reliability of HIV test is specified as follows:
Of people having HIV, 90% of the test detect the disease but 10% go undetected. Of people free of HIV, 99% of the test are judged HIV -ve but 1% are diagonsed as showing HIV +ve. From a large population of which only 0.1% have HIV, one person is selected at random, given the HIV test, and the pathologist reports him/her as HIV +ve. What is the probability that the person actually has HIV?
Let E1, E2, E3, E be the events
E1 : ‘coin chosen is two headed’,
E2 : ‘coin chosen is biased’,
E3 : ‘coin chosen is unbiased’,
E : ‘tossed coin shows up a head’
Required probability =