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Question: For the following data x y Mean 65 67 Standard deviation 5.0 2.5 Correlation coefficient 0.8 Th...

For the following data

x y

Mean 65 67

Standard deviation 5.0 2.5

Correlation coefficient 0.8

Then the equation of line of regression of y on x is

A

y67=25(x65)y - 67 = \frac{2}{5}(x - 65)

B

y67=15(x65)y - 67 = \frac{1}{5}(x - 65)

C

x65=25(y67)x - 65 = \frac{2}{5}(y - 67)

D

x65=15(y67)x - 65 = \frac{1}{5}(y - 67)

Answer

y67=25(x65)y - 67 = \frac{2}{5}(x - 65)

Explanation

Solution

Since the line of regression of y on x is

yyˉ=r.σyσx(xxˉ)y - \bar{y} = r.\frac{\sigma_{y}}{\sigma_{x}}(x - \bar{x})y67=0.8×2.55(x65)y - 67 = \frac{0.8 \times 2.5}{5}(x - 65)

x1=nMa4\overline{x_{1}} = \frac{nM - a}{4}.