Original practice · fully worked
Original variant: service cost from a failure-count tail table
A device has a failure count N between zero and four. Its probabilities of at least one, two, three, and four failures are 0.60, 0.35, 0.15, and 0.05. A service visit costs 12 dollars plus 5 dollars per failure. Calculate the expected service cost.
- A
5.75 - B
12.00 - C
13.15 - D
17.75 - E
32.00
Answer and calculation
Adding the four tail probabilities gives an expected failure count of 1.15. The affine service charge therefore has expectation 12 plus five times 1.15, or 17.75 dollars. This is choice D.
Setup
Setup
Apply the tail-sum identity to the bounded failure count.
E[N]=0.60+0.35+0.15+0.05=1.15 Model
Model
Write the service cost as an affine function of the count.
Compute
Compute
Use linearity of expectation.
E[C]=12+5E[N] E[C]=12+5(1.15)=17.75 Answer
Answer
The expected service cost is 17.75 dollars.
17.75(D)