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If two regression lines between height (...

If two regression lines between height (x) and weight (y) are `4y-15x+410=0 and 30x-2y-825=0`, then what will be the correlation coefficient between height and weight?

A

`(1)/(3)`

B

`(1)/(2)`

C

`(2)/(3)`

D

`(3)/(4)`

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The correct Answer is:
To find the correlation coefficient between height (x) and weight (y) given the two regression lines, we will follow these steps: ### Step 1: Rewrite the regression equations in slope-intercept form. The two regression equations given are: 1. \( 4y - 15x + 410 = 0 \) 2. \( 30x - 2y - 825 = 0 \) We will rearrange both equations to express \( y \) in terms of \( x \). **For the first equation:** \[ 4y = 15x - 410 \] Dividing both sides by 4: \[ y = \frac{15}{4}x - \frac{410}{4} \] Here, the slope \( b_{xy} = \frac{15}{4} \). **For the second equation:** \[ 30x - 2y = 825 \] Rearranging gives: \[ 2y = 30x - 825 \] Dividing both sides by 2: \[ y = 15x - \frac{825}{2} \] To express \( x \) in terms of \( y \), we can rearrange this equation: \[ 30x = 2y + 825 \implies x = \frac{2}{30}y + \frac{825}{30} = \frac{1}{15}y + 27.5 \] Here, the slope \( b_{yx} = \frac{1}{15} \). ### Step 2: Calculate the correlation coefficient \( R \). The correlation coefficient \( R \) can be calculated using the formula: \[ R = \sqrt{b_{xy} \cdot b_{yx}} \] Substituting the values we found: \[ R = \sqrt{\left(\frac{15}{4}\right) \cdot \left(\frac{1}{15}\right)} \] Calculating this gives: \[ R = \sqrt{\frac{15}{4} \cdot \frac{1}{15}} = \sqrt{\frac{1}{4}} = \frac{1}{2} \] ### Step 3: Determine the sign of the correlation coefficient. Since both regression coefficients \( b_{xy} \) and \( b_{yx} \) are positive, the correlation coefficient \( R \) will also be positive. Therefore, we take: \[ R = \frac{1}{2} \] ### Final Answer: The correlation coefficient between height and weight is \( R = \frac{1}{2} \). ---

To find the correlation coefficient between height (x) and weight (y) given the two regression lines, we will follow these steps: ### Step 1: Rewrite the regression equations in slope-intercept form. The two regression equations given are: 1. \( 4y - 15x + 410 = 0 \) 2. \( 30x - 2y - 825 = 0 \) ...
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