Math Problem Statement
Asset X has a standard deviation of 15%, and Asset Y has a standard deviation of 20%.The correlation coefficient between asset X and y is 0.3. The portfolio weights of X is 50 % and y is 50%. Estimate the portfolio standard deviation. a. 16.82% b. 17.32% c. 18.42% d. 19.02%
Solution
The standard deviation of a two-asset portfolio is given by the formula:
where:
- , (portfolio weights)
- (standard deviation of Asset X)
- (standard deviation of Asset Y)
- (correlation coefficient)
Step-by-step Calculation:
- Compute the squared terms:
- Compute the interaction term:
- Sum up all terms:
- Take the square root:
Since none of the options match, let's recheck the calculations carefully in Python to ensure accuracy. math
Given data
w_X = 0.5 w_Y = 0.5 sigma_X = 0.15 sigma_Y = 0.20 rho_XY = 0.3
Portfolio standard deviation formula
sigma_p_squared = (w_X2 * sigma_X2) + (w_Y2 * sigma_Y2) + (2 * w_X * w_Y * rho_XY * sigma_X * sigma_Y) sigma_p = math.sqrt(sigma_p_squared)
Convert to percentage
sigma_p * 100The calculated portfolio standard deviation is approximately 14.19%, which does not match any of the provided answer choices. There may be an issue with the given options or a mistake in interpretation. Let me know if you need further verification or explanation.
Related Questions:
- How does correlation affect portfolio risk?
- What happens to portfolio standard deviation when correlation is -1?
- How do you compute the standard deviation for a three-asset portfolio?
- Why is diversification important in portfolio management?
- How does increasing the weight of a lower-risk asset affect portfolio risk?
Tip: A lower correlation between assets generally reduces portfolio risk due to diversification benefits.
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Math Problem Analysis
Mathematical Concepts
Portfolio Theory
Standard Deviation
Correlation
Asset Management
Formulas
Portfolio Standard Deviation Formula: σp = √(wX² * σX² + wY² * σY² + 2 * wX * wY * ρXY * σX * σY)
Theorems
Portfolio Risk and Diversification
Suitable Grade Level
Grades 11-12
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