Bob, who is known to lie 3 out of 4 times, rolls a fair dice and says it is 6. What is the probability that the dice actually shows number 6 ??
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Case 1: Bob gets a 6 and does not lie
The probability of getting a 6 is 6 1 , and the probability of Bob not lying is 4 1 . So the total probability is 6 1 ∗ 4 1 = 2 4 1 .
Case 2: Bob doesn't get a 6 and lies
The probability of not getting a 6 is 6 5 , and the probability of Bob lying is 4 3 . We also have to multiply by 5 1 because Bob won't always say 6 when lying. So the total probability is 6 5 ∗ 4 3 ∗ 5 1 = 2 4 3 .
By Bayes theorem, 2 4 1 + 2 4 3 2 4 1 = 4 1 = 0 . 2 5