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Question: If the covariance between x and y is 10 and the variance of x and y are 16 and 9 respectively, then ...

If the covariance between x and y is 10 and the variance of x and y are 16 and 9 respectively, then the coefficient of correlation between x and y is

A

0.61

B

0.79

C

0.83

D

0.93

Answer

0.83

Explanation

Solution

Cov(x,y)=10C ⥂ ov(x,y) = 10, Var(x)=16Var(x) = 16, Var(y)=9Var(y) = 9

\therefore r=Cov(x,y)Var(x).Var(y)=1016×9=1012=0.83r = \frac{C ⥂ ov(x,y)}{\sqrt{Var(x).Var(y)}} = \frac{10}{\sqrt{16 \times 9}} = \frac{10}{12} = 0.83.