Original practice · fully worked
Original variant: variance created by a payment floor
A service credit X before adjustment is uniformly distributed between 0 and 200 credits. The issued credit is Y=max(X,100), so every value below the guarantee is raised to 100. Calculate Var(Y).
- A
833.33 - B
1041.67 - C
3333.33 - D
15625.00 - E
16666.67
Answer and calculation
The floor creates probability one half at 100 and leaves the original uniform density above 100. Direct first and second moments are 125 and 50000/3, so Var(Y)=50000/3-125²=3125/3=1041.67, choice B.
Setup
Setup
The floor collapses the lower half of the uniform distribution into an atom at 100.
Y=max(X,100) Pr(Y=100)=Pr(X≤100)=21 Model
Model
Combine the atom with the unchanged uniform density on the interval above the floor.
E[Y]=100(21)+∫100200200xdx E[Y2]=1002(21)+∫100200200x2dx Compute
Compute
Evaluate the two moments and center the second moment.
E[Y2]=350000 Var(Y)=350000−1252=33125=1041.6667 Answer
Answer
The variance of the issued credit is approximately 1041.67 square credits.
1041.67(B)