A researcher says that there is a 78% chance a polygraph test (lie detector test) will catch a person who is, in fact, lying. Furthermore, there is approximately a 5% chance that the polygraph will falsely accuse someone of lying.
(a) If the polygraph indicated that 35% of the questions were answered with lies, what would you estimate for the actual percentage of lies in the answers? Hint: Let B = event detector indicates a lie. We are given P(B) = 0.35. Let A = event person is lying, so Ac = event person is not lying. Then
P(B) = P(A and B) + P(Ac and B)
P(B) = P(A)P(B | A) + P(Ac)P(B | Ac)
P(B) = P(A)P(B | A) + P(Ac)P(B | Ac)
Replacing P(Ac) by 1 − P(A) gives
P(B) = P(A) · P(B | A) + [1 − P(A)] · P(B | Ac)
Substitute known values for P(B), P(B | A), and P(B | Ac) into the last equation and solve for P(A). (Round your answer to two decimal places.)
P(A) =
(b) If the polygraph indicated that 65% of the questions were answered with lies, what would you estimate for the actual percentage of lies? (Round your answer to one decimal place.)
%