Math Problem Statement

Stock X has a standard deviation of return of 10 percent. Stock Y has a standard deviation of return of 20 percent. The correlation coefficient between the two stocks is 0.5. If you invest 60 percent of your funds in stock X and 40 percent in stock Y, what is the standard deviation of your portfolio?

Solution

To calculate the standard deviation of a portfolio with two stocks, you can use the following formula:

σp=(wX2σX2)+(wY2σY2)+2wXwYCorr(X,Y)σXσY\sigma_p = \sqrt{(w_X^2 \cdot \sigma_X^2) + (w_Y^2 \cdot \sigma_Y^2) + 2 \cdot w_X \cdot w_Y \cdot \text{Corr}(X,Y) \cdot \sigma_X \cdot \sigma_Y}

Where:

  • σp\sigma_p is the standard deviation of the portfolio,
  • wXw_X and wYw_Y are the weights of Stock X and Stock Y in the portfolio (60% and 40%, respectively),
  • σX\sigma_X and σY\sigma_Y are the standard deviations of Stock X and Stock Y (10% and 20%, respectively),
  • Corr(X,Y)\text{Corr}(X,Y) is the correlation coefficient between Stock X and Stock Y (0.5).

Step-by-step calculation:

  1. Given values:

    • wX=0.60w_X = 0.60
    • wY=0.40w_Y = 0.40
    • σX=10%=0.10\sigma_X = 10\% = 0.10
    • σY=20%=0.20\sigma_Y = 20\% = 0.20
    • Corr(X,Y)=0.5\text{Corr}(X,Y) = 0.5
  2. Substitute values into the formula:

σp=(0.6020.102)+(0.4020.202)+20.600.400.50.100.20\sigma_p = \sqrt{(0.60^2 \cdot 0.10^2) + (0.40^2 \cdot 0.20^2) + 2 \cdot 0.60 \cdot 0.40 \cdot 0.5 \cdot 0.10 \cdot 0.20}

  1. Calculate each term:

    • (0.6020.102)=0.360.01=0.0036(0.60^2 \cdot 0.10^2) = 0.36 \cdot 0.01 = 0.0036
    • (0.4020.202)=0.160.04=0.0064(0.40^2 \cdot 0.20^2) = 0.16 \cdot 0.04 = 0.0064
    • 20.600.400.50.100.20=20.600.400.50.02=0.00482 \cdot 0.60 \cdot 0.40 \cdot 0.5 \cdot 0.10 \cdot 0.20 = 2 \cdot 0.60 \cdot 0.40 \cdot 0.5 \cdot 0.02 = 0.0048
  2. Add these results:

σp=0.0036+0.0064+0.0048=0.0148\sigma_p = \sqrt{0.0036 + 0.0064 + 0.0048} = \sqrt{0.0148}

  1. Final result:

σp=0.01480.1217 or 12.17%\sigma_p = \sqrt{0.0148} \approx 0.1217 \text{ or } 12.17\%

Answer:

The standard deviation of the portfolio is approximately 12.17%.


Would you like a more detailed explanation of the steps or have any questions about the process?

Here are 5 related questions you could explore:

  1. How would the portfolio standard deviation change if the correlation between the stocks were 1 or -1?
  2. What is the effect of increasing or decreasing the weight of Stock X on the portfolio's standard deviation?
  3. How does diversification impact the portfolio standard deviation in this case?
  4. How can you calculate the expected return of this portfolio?
  5. What are some other methods for reducing the risk in a portfolio?

Tip: To reduce portfolio risk, you can focus on increasing diversification by adding more assets with lower correlations to the existing ones.

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Math Problem Analysis

Mathematical Concepts

Portfolio Theory
Standard Deviation
Correlation Coefficient
Investment Portfolio Risk

Formulas

Portfolio Standard Deviation Formula: σ_p = √[(w_X^2 * σ_X^2) + (w_Y^2 * σ_Y^2) + 2 * w_X * w_Y * Corr(X,Y) * σ_X * σ_Y]

Theorems

Risk diversification theorem

Suitable Grade Level

Grades 11-12