This Exam P sample reference tests Exponential Distribution. Conditioning on the call class gives interval probabilities 0.2452815 and 0.1328565. Their probability-weighted average is 0.1778265, so choice A is correct.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
BThis reverses the two mixture weights: 0.60(0.2452815)+0.40(0.1328565)=0.2003115.
CThis incorrectly applies the 0.60 weight to both conditional probabilities, producing 0.2268828, whose nearest listed value is 0.222.
DThis uses only the first class's interval probability, 0.2452815, instead of forming the mixture; 0.250 is the nearest listed choice.
EThis adds the two conditional probabilities without weights: 0.2452815+0.1328565=0.3781380.
Original practice · fully worked
Original variant: infer a routing fraction
A computing service routes jobs to either a fast processor, with exponential completion time of mean 0.40 minute, or a slow processor, with exponential completion time of mean 1.00 minute. The routing fraction is unknown. Across all jobs, the probability of taking longer than 0.80 minute is 0.229533. Calculate the fraction routed to the slow processor.
A 0.094
B 0.230
C 0.300
D 0.511
E 0.731
Variant answer in brief
The fast and slow tail probabilities are exp(−2) and exp(−0.8). Solving 0.229533=(1-q) exp(−2)+qe⁽⁻⁰·⁸⁾ gives q=0.300, so choice C is correct.
Setup
Setup
Let q be the unknown fraction assigned to the slow processor.
q=Pr(slow route)
Model
Model
Write the observed upper tail as a mixture of the two processor-specific tails.
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