Original practice · fully worked
Original variant: dual diagnostic flags
A battery pack is evaluated by diagnostic flags A and B. Flag A appears on 55% of packs, flag B appears on 40%, and at least one of the two flags appears on 70%. Given that a pack has at least one flag, calculate the probability that it has exactly one flag.
- A
0.250 - B
0.450 - C
0.550 - D
0.643 - E
0.700
Answer and calculation
Inclusion-exclusion gives a 0.25 probability of both flags and a 0.45 probability of exactly one. Conditioning on the 0.70 union gives 0.45/0.70=9/14, or 0.642857, so choice D is correct.
Setup
Setup
Use the two marginal flag probabilities and their reported union to recover the overlap.
Pr(A∩B)=Pr(A)+Pr(B)−Pr(A∪B) Pr(A∩B)=0.55+0.40−0.70=0.25 Model
Model
Within the union, exactly one flag is the part remaining after removing the intersection.
Pr(exactly one)=Pr(A∪B)−Pr(A∩B) Compute
Compute
Find the exactly-one mass and normalize it by the probability of observing at least one flag.
Pr(exactly one)=0.70−0.25=0.45 Pr(exactly one∣A∪B)=0.700.45=149=0.642857… Answer
Answer
Among flagged packs, approximately 64.3 percent have exactly one flag.
0.643(D)