In: Statistics and Probability
The J.R. Ryland Computer Company is considering a plant expansion to enable the company to begin production of a new computer product. The company’s president must determine whether to make the expansion a medium- or large-scale project. Demand for the new product is uncertain, which for planning purposes may be low demand, medium demand, or high demand. The probability estimates for demand are 0.20, 0.70, and 0.10, respectively. Letting x and y indicate the annual profit in thousands of dollars, the firm’s planners developed the following profit forecasts for the medium- and large-scale expansion projects.
Medium-Scale Expansion Profit | Large-Scale Expansion Profit | ||||||
x | f(x) | y | f(y) | ||||
Demand | Low | 50 | 0.20 | 0 | 0.20 | ||
Medium | 150 | 0.70 | 100 | 0.70 | |||
High | 200 | 0.10 | 300 | 0.10 |
(a) | Compute the expected value for the profit associated with the two expansion alternatives. Round your answers to whole numbers, if needed. | ||||||
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Which decision is preferred for the objective of maximizing the expected profit? | |||||||
- Select your answer -Medium-ScaleLarge-ScaleItem 3 | |||||||
(b) | Compute the variance for the profit associated with the two expansion alternatives. Round your answers to whole numbers, if needed. | ||||||
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Which decision is preferred for the objective of minimizing the risk or uncertainty? |
for Medium-Scale Expansion :
x | f(x) | xP(x) | x2P(x) |
50 | 0.20 | 10.0000 | 500.0000 |
150 | 0.70 | 105.0000 | 15750.0000 |
200 | 0.10 | 20.0000 | 4000.0000 |
total | 135.000 | 20250.0000 | |
E(x) =μ= | ΣxP(x) = | 135.0000 | |
E(x2) = | Σx2P(x) = | 20250.0000 | |
Var(x)=σ2 = | E(x2)-(E(x))2= | 2025.0000 |
for Large-Scale Expansion
x | f(x) | xP(x) | x2P(x) |
0 | 0.20 | 0.0000 | 0.0000 |
100 | 0.70 | 70.0000 | 7000.0000 |
300 | 0.10 | 30.0000 | 9000.0000 |
total | 100.000 | 16000.0000 | |
E(x) =μ= | ΣxP(x) = | 100.0000 | |
E(x2) = | Σx2P(x) = | 16000.0000 | |
Var(x)=σ2 = | E(x2)-(E(x))2= | 6000.0000 |
a)
from above:
EV | ||
medium scale | 135 | |
large scale | 100 |
medium scale decision is preferred for the objective of maximizing the expected profit
b)
Var | ||
medium scale | 2025 | |
large scale | 6000 |
medium scale decision is preferred for the objective of minimizing the risk or uncertainty