This Exam P sample reference tests Geometric Distribution. The trial count through the first success is geometric with success probability 0.0625. Its probability mass decreases by the factor 0.9375 at each successive trial, so the mode is 1 and choice A is correct.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
BThis approximates a lower-tail quantile and then adds an extra trial, an off-by-one adjustment that is unrelated to the mode.
CThis is the median trial count, since the smallest n with 1-0.9375ⁿ at least 0.5 is 11; a median is not a mode.
DThis is the expected number of failures before success, (1-p)/p=15, rather than the most likely trial count.
EThis is the mean number of trials through success, 1/p=16, rather than the mode.
Original practice · fully worked
Original variant: decoder retry percentile
A decoder makes independent attempts until its first successful read. Let F be the number of failed attempts before the success, and suppose Pr(F at least 4)=0.2401. Let T=F+1 be the total number of attempts. Calculate the 75th percentile of T, defined as the smallest integer n for which Pr(T at most n) is at least 0.75.
A 1
B 2.333
C 3.333
D 4
E 5
Variant answer in brief
Four initial failures have probability (1-p)⁴=0.2401=0.7⁴, so p=0.3. The geometric CDF is 1-0.7ⁿ; it is 0.657 at n=3 and 0.7599 at n=4, making 4 the 75th percentile and choice D correct.
Setup
Setup
Use the supplied tail event to recover the failure probability on one attempt.
Pr(F≥4)=(1−p)4=0.2401=0.74
p=0.3
Model
Model
For total attempts through the first success, the cumulative probability through attempt n is one minus the probability of n consecutive failures.
Pr(T≤n)=1−(1−p)n=1−0.7n
Compute
Compute
Check the two integers around the target cumulative probability.
Pr(T≤3)=1−0.73=0.657
Pr(T≤4)=1−0.74=0.7599
Answer
Answer
The cumulative probability first reaches 0.75 at four attempts.
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