Math Problem Statement
A shoe producer makes a variety of footwear, including indoor slippers, children's shoes, and flip-flops. To keep up with increasing demand, it is considering three expansion plans: (1) a small factory with yearly costs of
$150 comma 000150,000
that will increase the production of flip-flops to
400 comma 000400,000;
(2) a mid-sized factory with yearly costs of
$250 comma 000250,000
that will increase the production of flip-flops to
600 comma 000600,000;
and (3) a large factory with yearly costs of
$350 comma 000350,000
that will increase the production of flip-flops to
900 comma 000900,000.
The profit per flip-flop is projected to be
$0.750.75.
The probability distribution of the increased demand for flip-flops is provided. Let x represent the amount of profit the producer will make. Complete parts a through c below.
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Part 1
a. Compute the expected profit for each of the expansion plans.
Small Plan
E(x)equals=127500127500
(Type an integer or a decimal.)
Part 2
Mid-Sized Plan
E(x)equals=147500147500
(Type an integer or a decimal.)
Part 3
Large Plan
E(x)equals=152500152500
(Type an integer or a decimal.)
Part 4
b. Calculate the standard deviation for each of the expansion plans.
Small Plan
sigmaσ Subscript xequals=
Solution
Let's break down the steps to calculate the standard deviation for each of the expansion plans, assuming we have the probability distribution for the increased demand of flip-flops.
Step 1: Review Expected Value Formula
The expected value (mean) is given by:
Where:
- is the profit for a particular demand level.
- is the probability of that particular demand.
Step 2: Standard Deviation Formula
The formula for standard deviation is:
Where:
- is the expected value (profit), which has already been computed for each plan.
- represents the profit values for different demand levels.
- is the corresponding probability of each demand level.
To calculate the standard deviation for each expansion plan, we need:
- The demand levels and their probabilities.
- The formula to calculate the variance by plugging in the expected value , the profit values , and the probabilities .
Please share the probability distribution of the increased demand, and I will help you compute the standard deviation.
Would you like a detailed step-by-step explanation on how to compute the standard deviation for each plan?
Five Related Questions:
- How is the expected profit for each plan affected by changes in demand probability?
- How would changing the cost structure (e.g., increasing the yearly costs) impact the expected profit and risk?
- What happens to the standard deviation if the probabilities of lower demand increase?
- How can we interpret the standard deviation in terms of business risk?
- What other factors (like market conditions) might affect the choice of expansion plan?
Tip:
Always consider both expected profit and standard deviation when making business decisions to balance potential profit with associated risk.
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Math Problem Analysis
Mathematical Concepts
Probability
Expected Value
Standard Deviation
Business Mathematics
Formulas
Expected Value (E(x)) = Σ(xi * pi)
Standard Deviation (σx) = √Σ((xi - E(x))^2 * pi)
Theorems
-
Suitable Grade Level
College-level Business or Finance, Advanced High School Math
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