Question

In: Statistics and Probability

The J.R. Ryland Computer Company is considering a plant expansion to enable the company to begin...

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.
EV
Medium-Scale
Large-Scale
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.
Var
Medium-Scale
Large-Scale
Which decision is preferred for the objective of minimizing the risk or uncertainty?

Solutions

Expert Solution

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


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