This Exam P sample reference tests Discrete Uniform Distribution. For the equally likely integers 1 through 5, E[N]=3 and E[N²]=11. Linearity of expectation then gives E[N²+N+1]=11+3+1=15, so choice E is correct.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AThis is E[N²] = 11 alone; it omits both the linear term E[N] = 3 and the constant 1.
BThis computes E[N²] + 1 = 11 + 1 = 12 and drops the linear N term from the cost.
CThis evaluates the cost only at the middle duration, 3² + 3 + 1 = 13. In general, E[g(N)] is not obtained by replacing N with its mean.
DThis computes E[N²] + E[N] = 11 + 3 = 14 but omits the constant 1, whose expectation is also 1.
Original practice · fully worked
Original variant: score from the larger spinner result
Two fair four-sector spinners are operated independently, and each returns one of 1, 2, 3, or 4. Let M be the larger of the two results. A game awards 2M+1 points. Calculate the expected award.
A 3.125
B 6.000
C 6.250
D 7.250
E 9.000
Variant answer in brief
The maximum has mean 1+15/16+12/16+7/16=25/8. Therefore the expected award is 2(25/8)+1=29/4=7.25, selecting choice D.
Setup
Setup
Use tail probabilities for the nonnegative integer maximum M.
E[M]=k=1∑4Pr(M≥k)
Model
Model
The event M<k means both independent spinners fall below k.
Pr(M≥k)=1−(4k−1)2
Compute
Compute
Sum the four tail probabilities and then apply linearity to the award.
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