Math Problem Statement

An investor puts 31.00% of his investment into Cisco Systems, and the remaining 69.00% into Apple Computer. The standard deviation on Cisco Systems stock is 36.00%, while the standard deviation on Apple Computer is 29.00%. Find the standard deviation of this portfolio if the correlation between the two stocks is 0.50.

Solution

To calculate the standard deviation of a portfolio consisting of two assets, we use the following formula:

σp=w12σ12+w22σ22+2w1w2σ1σ2ρ\sigma_p = \sqrt{w_1^2 \cdot \sigma_1^2 + w_2^2 \cdot \sigma_2^2 + 2 \cdot w_1 \cdot w_2 \cdot \sigma_1 \cdot \sigma_2 \cdot \rho}

Where:

  • σp\sigma_p is the standard deviation of the portfolio,
  • w1w_1 and w2w_2 are the weights of Cisco and Apple in the portfolio,
  • σ1\sigma_1 and σ2\sigma_2 are the standard deviations of Cisco and Apple, respectively,
  • ρ\rho is the correlation between the two stocks.

Given values:

  • w1=0.31w_1 = 0.31 (Cisco Systems weight),
  • w2=0.69w_2 = 0.69 (Apple Computer weight),
  • σ1=0.36\sigma_1 = 0.36 (standard deviation of Cisco Systems stock),
  • σ2=0.29\sigma_2 = 0.29 (standard deviation of Apple Computer stock),
  • ρ=0.50\rho = 0.50 (correlation between Cisco and Apple).

Let’s calculate the portfolio’s standard deviation.

First, compute each term separately and then sum them up.The standard deviation of the portfolio is approximately 27.35%.

Would you like more details on this calculation, or do you have any further questions?

Here are 5 related questions to deepen your understanding:

  1. How does changing the correlation between two stocks affect the portfolio’s risk?
  2. What happens to the portfolio standard deviation if both stocks had a correlation of 1?
  3. How would increasing the weight of Cisco Systems to 50% impact the portfolio’s risk?
  4. Why does diversification help in reducing portfolio risk?
  5. What is the significance of standard deviation in assessing the risk of a portfolio?

Tip: A lower correlation between assets in a portfolio usually leads to a reduction in overall risk, as their movements offset each other.

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Math Problem Analysis

Mathematical Concepts

Portfolio Theory
Statistics
Risk Management

Formulas

Portfolio Standard Deviation: σ_p = √(w_1^2 * σ_1^2 + w_2^2 * σ_2^2 + 2 * w_1 * w_2 * σ_1 * σ_2 * ρ)

Theorems

Modern Portfolio Theory (MPT)

Suitable Grade Level

University Level, Finance or Statistics