Math Problem Statement
A pension fund manager is considering three mutual funds. The first is a stock fund, the second is a long-term government and corporate bond fund, and the third is a T-bill money market fund that yields a sure rate of 5.5%. The probability distributions of the risky funds are:
Expected Return Standard Deviation
Stock fund (S) 16% 34% Bond fund (B) 10% 25% The correlation between the fund returns is 0.17.
Solution
To help you analyze the pension fund manager's decision, let's first define the key data provided:
-
Stock Fund (S):
- Expected Return
- Standard Deviation
-
Bond Fund (B):
- Expected Return
- Standard Deviation
-
T-bill Money Market Fund:
- Return (This is a risk-free rate)
- Standard Deviation
-
Correlation between Stock and Bond Fund returns:
This setup involves two risky assets (the stock and bond funds) and one risk-free asset (the T-bill money market fund). The goal is often to analyze how to optimally combine these assets, especially the risky ones, to form a portfolio that provides the best return for a given level of risk (or the least risk for a given level of return).
Step 1: Calculating the Portfolio Standard Deviation for a Combination of the Stock and Bond Funds
If the manager decides to invest in a portfolio with both the stock and bond funds (ignoring the T-bill for a moment), we can calculate the portfolio's expected return and standard deviation using the following formulas:
-
Expected Return of the Portfolio: Where and are the weights of the stock and bond funds in the portfolio.
-
Portfolio Standard Deviation: Where:
- is the standard deviation of the stock fund,
- is the standard deviation of the bond fund,
- is the correlation between the returns of the stock and bond funds.
You can adjust the weights and to explore different combinations of the stock and bond funds.
Step 2: Efficient Frontier and Optimal Portfolio
Once you calculate the expected return and risk (standard deviation) for various combinations of the stock and bond funds, you can generate the efficient frontier—a curve that shows the maximum return for each level of risk.
Next, you could combine these risky assets with the risk-free T-bill fund. If you wanted to analyze a portfolio with the T-bill included, the overall portfolio return and risk would be determined by combining the risk-free asset with the risky portfolio, which would shift the efficient frontier to include combinations of the T-bill.
Step 3: Optimal Portfolio and Sharpe Ratio
To find the optimal portfolio (the portfolio that maximizes return for a given level of risk), you can calculate the Sharpe ratio:
Where is the expected return of the portfolio, is the risk-free rate (5.5%), and is the standard deviation of the portfolio.
This ratio can help you determine which portfolio is most efficient for the manager's needs.
Would you like to calculate the portfolio's expected return and standard deviation for different combinations of these funds? Or would you prefer an analysis on how to combine the stock and bond funds with the T-bill?
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Math Problem Analysis
Mathematical Concepts
Portfolio Theory
Expected Return
Standard Deviation
Correlation
Risk-Return Optimization
Sharpe Ratio
Formulas
Expected Return of the Portfolio: E(R_P) = w_S * E(R_S) + w_B * E(R_B)
Portfolio Standard Deviation: σ_P = sqrt(w_S^2 * σ_S^2 + w_B^2 * σ_B^2 + 2 * w_S * w_B * σ_S * σ_B * ρ_S,B)
Sharpe Ratio: Sharpe Ratio = (E(R_P) - R_T-bill) / σ_P
Theorems
Efficient Frontier
Mean-Variance Optimization
Suitable Grade Level
College (Undergraduate level, Finance or Economics)
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