In: Statistics and Probability
Hudson Corporation is considering three options for managing its data processing operation: continuing with its own staff, hiring an outside vendor to do the managing (referred to as outsourcing), or using a combination of its own staff and an outside vendor. The cost of the operation depends on future demand. The annual cost of each option (in thousands of dollars) depends on demand as follows:
Demand | |||
Staffing Options | High | Medium | Low |
Own staff | 650 | 450 | 300 |
Outside vendor | 800 | 600 | 350 |
Combination | 700 | 600 | 400 |
What is the expected annual cost associated with that
recommendation? If rerequired, round your answer to the nearest
dollar.
Expected annual cost = $
b. Construct a risk profile for the optimal decision in part
(a).
Cost (in thousands of dollars) | Propability |
0.35 | |
0.25 | |
0.4 | |
1.0 |
What is the probability of the cost exceeding $500,000? If
required, round your answer to two decimal places.
Probability =
a)
The expected annual costs are obtained using the formula,
For Own staff,
For Outside vendor
For Combination
Hence the minimum annual cost is when continuing with its own staff.
Expected annual cost = $ 460,000
b)
Since minimum annual cost is occurred when continuing with its own staff, the risk profile is,
Cost (in thousands of dollars) | Probability |
650 | 0.35 |
450 | 0.25 |
300 | 0.4 |
Total | 1 |
The probability of the cost exceeding $500,000 is obtained by calculating the z score,
From the probability distribution above,
X | P(X) | X^2P(X) |
650 | 0.35 | 147875 |
450 | 0.25 | 50625 |
300 | 0.4 | 36000 |
Total | 234500 |
The required probability,