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The equations of the two lines of regres...

The equations of the two lines of regression are `6x + y− 31 = 0` and `3x + 2y− 26=0`.
Identify the regression lines

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To identify the regression lines from the given equations, we will follow these steps: ### Step 1: Write the equations in slope-intercept form The given equations of the regression lines are: 1. \( 6x + y - 31 = 0 \) 2. \( 3x + 2y - 26 = 0 \) We will rewrite these equations in the form \( y = mx + c \) where \( m \) is the slope. **For the first equation:** \[ y = -6x + 31 \] Here, the slope \( b_{yx} = -6 \). **For the second equation:** \[ 2y = -3x + 26 \implies y = -\frac{3}{2}x + 13 \] Here, the slope \( b_{xy} = -\frac{3}{2} \). ### Step 2: Identify the regression lines From the rewritten equations, we can identify: - The regression line of \( y \) on \( x \) is given by the first equation: \[ y = -6x + 31 \] - The regression line of \( x \) on \( y \) is given by the second equation: \[ x = -\frac{1}{6}y + \frac{31}{6} \] ### Step 3: Calculate the correlation coefficient The correlation coefficient \( r \) can be calculated using the formula: \[ r^2 = b_{xy} \times b_{yx} \] Substituting the values we found: \[ r^2 = \left(-\frac{3}{2}\right) \times (-6) = \frac{3 \times 6}{2} = 9 \] Thus, \( r^2 = \frac{1}{4} \), which implies \( r = -\frac{1}{2} \). ### Step 4: Verify the range of \( r \) The value of \( r = -\frac{1}{2} \) is within the range of -1 to 1, confirming our calculations are correct. ### Conclusion The regression lines are: - Regression line of \( y \) on \( x \): \( 6x + y - 31 = 0 \) - Regression line of \( x \) on \( y \): \( 3x + 2y - 26 = 0 \)
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