Math Problem Statement
You decide to invest in a portfolio consisting of 20 percent Stock X, 41 percent Stock Y, and the remainder in Stock Z. Based on the following information, what is the standard deviation of your portfolio?
State of Economy Probability of State Economy Return if State Occurs Stock X Stock Y Stock Z Normal .79 9.50% 2.90% 11.90% Boom .21 16.80% 24.80% 16.30%
Multiple Choice
1.84%
2.45%
7.22%
6.19%
4.95%
Solution
To calculate the standard deviation of the portfolio, we will follow these steps:
Step 1: Calculate the Expected Portfolio Return
The portfolio weights are:
- Stock X = 20% = 0.20
- Stock Y = 41% = 0.41
- Stock Z = 39% =
The expected return for each state of the economy is:
Normal State:
Boom State:
Step 2: Calculate the Expected Portfolio Return
Using the probabilities:
Step 3: Calculate the Variance of the Portfolio
The variance formula is:
Normal State Contribution:
Boom State Contribution:
Total Variance:
Step 4: Calculate the Standard Deviation
Step 5: Match Closest Answer
The closest option is 4.95%.
Would you like further clarification on any step? Here are related questions for you to explore:
- How is portfolio variance calculated with more than three stocks?
- What is the role of correlation in calculating portfolio variance?
- How does changing probabilities affect the portfolio standard deviation?
- Can you explain how weights impact the risk of the portfolio?
- What methods exist to reduce portfolio standard deviation?
Tip: Always confirm portfolio weights sum to 1 before beginning calculations.
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Math Problem Analysis
Mathematical Concepts
Portfolio Management
Expected Value
Variance and Standard Deviation
Formulas
Expected Portfolio Return: R_p = w_X R_X + w_Y R_Y + w_Z R_Z
Expected Value: E[R_p] = Σ (P_i × R_p^i)
Variance: Var(R_p) = Σ P_i × (R_p^i - E[R_p])^2
Standard Deviation: StdDev(R_p) = √Var(R_p)
Theorems
Law of Total Expectation
Basic Properties of Variance
Suitable Grade Level
Undergraduate Finance/Business
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