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State True or False: The equations of two regression lines are `10x-4y=80` and `10y- 9x=40` . then `b_(xy) = 0.9`

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To determine whether the statement "b_(xy) = 0.9" is true or false given the regression equations \(10x - 4y = 80\) and \(10y - 9x = 40\), we will follow these steps: ### Step-by-Step Solution: 1. **Rearranging the First Equation**: Start with the first regression line equation: \[ 10x - 4y = 80 \] Rearranging gives: \[ 10x = 4y + 80 \quad \Rightarrow \quad x = \frac{4}{10}y + \frac{80}{10} \quad \Rightarrow \quad x = \frac{2}{5}y + 8 \] This indicates that the regression line of \(x\) on \(y\) has a slope \(b_{xy} = \frac{2}{5}\). 2. **Rearranging the Second Equation**: Now, consider the second regression line equation: \[ 10y - 9x = 40 \] Rearranging gives: \[ 10y = 9x + 40 \quad \Rightarrow \quad y = \frac{9}{10}x + 4 \] This indicates that the regression line of \(y\) on \(x\) has a slope \(b_{yx} = \frac{9}{10}\). 3. **Calculating the Correlation Coefficient**: The correlation coefficient \(r\) can be calculated using the relationship: \[ r^2 = b_{xy} \cdot b_{yx} \] Substituting the values we found: \[ r^2 = \left(\frac{2}{5}\right) \cdot \left(\frac{9}{10}\right) = \frac{2 \cdot 9}{5 \cdot 10} = \frac{18}{50} = \frac{9}{25} \] 4. **Finding the Value of \(r\)**: To find \(r\), we take the square root of \(r^2\): \[ r = \sqrt{\frac{9}{25}} = \frac{3}{5} = 0.6 \] 5. **Conclusion**: Since we found \(b_{xy} = \frac{2}{5} = 0.4\), and the statement claims \(b_{xy} = 0.9\), we conclude that the statement is **False**.
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Knowledge Check

  • If the lines of regression are 3x+12y=19 and 3y+9x=46 then r will be

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    `0.289`
    B
    `-0.289`
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    B
    `(-6,-5)`
    C
    `(3,-2)`
    D
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  • Let X and Y be two related variables. The two regression lines are given by x-y+ 1=0 and 2x-y +4=0. The two regression lines pass through the point

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    (-4,-3)
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