Original practice · fully worked
Original variant: recover an overlap from exactly-one membership
Two data-quality checks fail with probabilities 0.52 and 0.41. The probability that exactly one of the checks fails is 0.47. Determine the probability that both checks fail.
- A
0.18 - B
0.23 - C
0.29 - D
0.41 - E
0.46
Answer and calculation
Exactly-one probability equals the marginal sum minus twice the overlap. Solving 0.47=0.93-2x gives x=0.23, choice B.
Setup
Setup
Let x be the probability that both checks fail.
x=Pr(A∩B) Model
Model
The exactly-one event consists of A without B and B without A, so its probability is the sum of the two marginals minus twice their overlap.
Pr(exactly one)=Pr(A)+Pr(B)−2x Compute
Compute
Substitution gives 0.47=0.93-2x, from which x=0.23.
0.47=0.52+0.41−2x,x=0.23 Answer
Answer
Therefore both checks fail with probability 0.23, which is choice B.
0.23(B)