Financial Risk Manager Part 1

Financial Risk Manager Part 1

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Two stocks, X and Y, have a correlation of 0.50. Stock Y's return has a standard deviation of 0.26. Given that the covariance between X and Y is 0.005, determine the variance of returns for stock X.

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Explanation:

Explanation

To solve this problem, we use the formula for correlation:

Corr(X,Y)=Cov(X,Y)(σX×σY)\text{Corr}(X, Y) = \frac{\text{Cov}(X, Y)}{(\sigma_X \times \sigma_Y)}

Given:

  • Correlation = 0.50
  • Covariance = 0.005
  • Standard deviation of Y (σ_Y) = 0.26

Substituting the values:

0.50=0.005(σX×0.26)0.50 = \frac{0.005}{(\sigma_X \times 0.26)}

Solving for σ_X:

0.50×σX×0.26=0.0050.50 \times \sigma_X \times 0.26 = 0.005

0.13σX=0.0050.13 \sigma_X = 0.005

σX=0.0050.13=0.0385\sigma_X = \frac{0.005}{0.13} = 0.0385

Now, variance of X = σ_X²:

Variance(X)=(0.0385)2=0.00148\text{Variance}(X) = (0.0385)^2 = 0.00148

Therefore, the variance of returns for stock X is 0.00148._

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