This Exam P sample reference tests Geometric Distribution. The probability law is geometric on the number of failures before the first success, with success probability 1/5. Conditioning on survival past one merely shifts the variable by two, so its variance remains (4/5)/(1/5)²=20 and choice C is correct.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AA finite value such as 13 can result from truncating the geometric tail after only a few terms. The conditional law still has infinite support, so tail truncation understates its variance.
BThis is the square of the unconditional geometric mean, (q/p)²=4²=16, not a variance.
DThis adds the two-unit conditioning shift to the variance 20. Adding a constant changes a mean but never a variance.
EThis adds the unconditional mean 4 to the variance 20. The memoryless residual has the same variance, not variance plus mean.
Original practice · fully worked
Original variant: residual inspection cost after repeated misses
Independent inspections find a defect with probability 0.25 on each attempt. Three unsuccessful inspections have already occurred. Let R be the number of additional unsuccessful inspections before the first detection, and let the remaining labor cost be C=10+2R dollars. Calculate Var(C).
A 12 dollars²
B 24 dollars²
C 36 dollars²
D 48 dollars²
E 96 dollars²
Variant answer in brief
Past misses do not change the geometric residual count. Thus Var(R)=0.75/0.25²=12, and the coefficient 2 multiplies variance by 2², giving Var(C)=48 and choice D.
Setup
Setup
Describe the remaining miss count using the geometric failure-count model.
p=0.25,q=0.75
R∼GeometricFailures(p)
Model
Model
Independence makes the three completed misses irrelevant to the future count, while the affine cost transformation scales variance by the square of its slope.
Var(R)=p2q
Var(10+2R)=4Var(R)
Compute
Compute
Compute the residual-count variance and then apply the cost multiplier.
Var(R)=0.2520.75=12
Var(C)=4(12)=48
Answer
Answer
The remaining labor-cost variance is 48 square dollars.
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