This Exam P sample reference tests Expected Value. There are 142,506 possible five-number sets and five possible marked numbers within each set. Applying those two match probabilities to the base and extra awards gives an expected monthly payout of 70,172.48, so choice A.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
BThis results from treating the full 300,000 award as an additional bonus on top of the 50,000 base. That gives effective conditional award 110,000 per number-set match and expected payout 77,190.
CA total of 84,731 implies per-entry expectation 0.84731 and, after the base component is removed, an implied bonus-match chance about 0.283 rather than exactly 1/5.
DThe value 100,000 repeats the number of entries as though each entry had expected payout 1; the verified per-entry expectation is about 0.701725.
EThis awards the extra amount when the distinguished number fails to match, using probability 4/5 instead of 1/5. The resulting expected total is 175,431.
Original practice · fully worked
Original variant: delivery-day net margin
The number N of deliveries completed by an autonomous cart in one day has probabilities P(N=0)=0.10, P(N=1)=0.30, P(N=2)=0.40, and P(N=4)=0.20. Each completed delivery produces an average net margin of 35 dollars, independently of N. Daily fixed overhead is 120 dollars. Calculate the expected net profit for the day.
A -120.0
B -85.0
C -53.5
D 66.5
E 70.0
Variant answer in brief
The expected delivery count is 1.9, so expected delivery margin is 66.5 dollars. Subtracting the fixed overhead gives expected net profit -53.5 dollars and choice C.
Setup
Setup
Compute the expected delivery count from its four-point distribution.
E[N]=0(0.10)+1(0.30)+2(0.40)+4(0.20)=1.9
Model
Model
Conditional on the count, expected delivery margin is 35N. Subtract the fixed overhead once per day.
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