Question #226079

f the coefficient of correlation is r D 0:81; the variances of X and Y are respectively, 20 and 25;

then the covariance cov .x; y/ or Sx y must be

1. 405

2. 90:56

3. 1:81

4. 18:11

5. 76:27


Expert's answer

The covariance can be calculated as follows:

r=Cov(X,Y)VarX×VarY0.81=Cov(X,Y)20×25Cov(X,Y)=0.81×22.36=18.11r=\frac{Cov(X,Y)}{\sqrt{Var_X \times Var_Y}} \\ 0.81 = \frac{Cov(X,Y)}{\sqrt{20\times 25}} \\ Cov(X,Y) = 0.81 \times 22.36 =18.11

Answer: option 4. 18.11


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