This Exam P sample reference tests Geometric Distribution. The condition fixes the first roll as a six, so it cannot also be the first five. Beginning with roll two, the wait for a five is geometric with mean 6; adding the observed first roll gives a conditional expected total of 7 and choice E.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AThe value 5 is the expected number of future failures before the first five. It omits both the eventual five and the already observed first roll.
BThe value 5.5 averages the mean future failure count 5 and the mean future trial count 6. Those are different geometric conventions and should not be averaged.
CThe value 6 is the correct mean number of future rolls through the first five, but it omits the first roll already fixed by the condition.
DThe value 6.5 averages the unconditional mean 6 with the correctly conditioned mean 7 instead of conditioning the process directly.
Original practice · fully worked
Original variant: hidden verification route after a rejection
An access token is assigned to verification route A with probability 0.60 and route B with probability 0.40. Conditional on its assigned route, repeated attempts are independent and use that same route until one is accepted. Each attempt is accepted with probability 0.50 on route A and 0.25 on route B. Given that the first attempt is rejected, calculate the expected total number of attempts through the first acceptance.
A 2.0
B 2.8
C 3.0
D 4.0
E 5.0
Variant answer in brief
The first rejection makes the two route posterior probabilities equal: each contributes probability 0.30 to the rejection event. The expected remaining attempts are therefore the average of geometric means 2 and 4, and adding the rejected attempt gives 4.0 and choice D.
Setup
Setup
Weight the first-rejection likelihood by each route's prior probability.
Pr(A∩R1)=0.60(0.50)=0.30
Pr(B∩R1)=0.40(0.75)=0.30
Model
Model
Normalize the equal contributions to update the hidden route after the rejection.
Pr(A∣R1)=Pr(B∣R1)=21
Compute
Compute
Future attempts have geometric means two and four under the two routes. Average them with the posterior weights, then add the completed rejection.
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