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If the regression equation of y on x is ...

If the regression equation of y on x is `-2x + 5y= 14` and the regression equation of x on y is given by `mx-y + 10= 0`. If the coefficient of correlation between x and y is `(1)/(sqrt10)`, then the value of m is

A

6

B

4

C

8

D

2

Text Solution

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The correct Answer is:
To solve the problem, we need to find the value of \( m \) given the regression equations and the correlation coefficient. Let's break it down step by step. ### Step 1: Rewrite the regression equation of \( y \) on \( x \) The regression equation of \( y \) on \( x \) is given as: \[ -2x + 5y = 14 \] We can rearrange this to express \( y \) in terms of \( x \): \[ 5y = 2x + 14 \] \[ y = \frac{2}{5}x + \frac{14}{5} \] From this, we can identify the slope \( b_{xy} \) as: \[ b_{xy} = \frac{2}{5} \] ### Step 2: Rewrite the regression equation of \( x \) on \( y \) The regression equation of \( x \) on \( y \) is given as: \[ mx - y + 10 = 0 \] Rearranging gives: \[ mx = y - 10 \] \[ x = \frac{1}{m}y - \frac{10}{m} \] From this, we can identify the slope \( b_{yx} \) as: \[ b_{yx} = \frac{1}{m} \] ### Step 3: Use the correlation coefficient We know the coefficient of correlation \( r \) is given as: \[ r = \frac{1}{\sqrt{10}} \] The relationship between the slopes and the correlation coefficient is given by: \[ r = \sqrt{b_{xy} \cdot b_{yx}} \] Substituting the values we have: \[ \frac{1}{\sqrt{10}} = \sqrt{\left(\frac{2}{5}\right) \cdot \left(\frac{1}{m}\right)} \] ### Step 4: Square both sides to eliminate the square root Squaring both sides gives: \[ \frac{1}{10} = \left(\frac{2}{5}\right) \cdot \left(\frac{1}{m}\right) \] ### Step 5: Solve for \( m \) Rearranging the equation: \[ \frac{1}{10} = \frac{2}{5m} \] Cross-multiplying gives: \[ 1 \cdot 5m = 2 \cdot 10 \] \[ 5m = 20 \] Dividing both sides by 5: \[ m = 4 \] ### Final Answer Thus, the value of \( m \) is: \[ \boxed{4} \]
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Knowledge Check

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