QUESTION: If one of the subjects is randomly selected, find the probability of selecting someone who lied or had a polygraph indicative of not lying.
Did the subject actually lie? |
||
No (did not lie) |
Yes (did lie) |
|
Polygraph test indicated that the subject lied. |
15 |
42 |
Polygraph test indicated that the subject did not lie. |
32 |
9 |
solution:
the given contingency table as follows
did the subject actually lie | |||
NO | Yes | Total | |
test indicated that subject lie | 15 | 42 | 57 |
test indicated that the subject do not lie | 32 | 9 | 41 |
total | 47 | 51 | 98 |
let P(A) be the probability that the subject actually lie.
so P(A) = 51 / 98 = 0.5204
let P(B) the probability that poligraph test indicating not lied
so, P(B) = 41 / 98 = 0.4184
P(A and B) = 9 / 98 = 0.0918
P(A or B) = P(A) + P(B) - P(A and B)
P(A or B) = 0.5204 + 0.4184 - 0.0918 = 0.847
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