Backing out a correlation

For two variables with Var⁡(X)=4\operatorname{Var}(X)=4 and Var⁡(Y)=9\operatorname{Var}(Y)=9, you observe that the difference X−YX-Y has variance 77. What is the correlation ρ\rho between XX and YY? (to 2 decimals)

Show hints (2)+
  1. Invert Var(X-Y) = Var X + Var Y - 2 Cov to solve for Cov, giving (4+9-7)/2.
  2. Then rho = Cov / (sigma_X sigma_Y) = Cov / 6.

Answer

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0.5 (± 0.01)

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