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The angle between the regression lines: ...

The angle between the regression lines: `x-2y+3=0, 4x-5y+1=0` is

A

`tan^(-1)(pm3/14)`

B

`pi/2`

C

`tan^(-1)(pm14/3)`

D

None of these

Text Solution

AI Generated Solution

The correct Answer is:
To find the angle between the regression lines given by the equations \(x - 2y + 3 = 0\) and \(4x - 5y + 1 = 0\), we will follow these steps: ### Step 1: Convert the equations into slope-intercept form 1. For the first equation \(x - 2y + 3 = 0\): \[ 2y = x + 3 \implies y = \frac{1}{2}x + \frac{3}{2} \] Here, the slope \(m_1 = \frac{1}{2}\). 2. For the second equation \(4x - 5y + 1 = 0\): \[ 5y = 4x + 1 \implies y = \frac{4}{5}x + \frac{1}{5} \] Here, the slope \(m_2 = \frac{4}{5}\). ### Step 2: Use the formula for the tangent of the angle between two lines The formula for the tangent of the angle \(\theta\) between two lines with slopes \(m_1\) and \(m_2\) is given by: \[ \tan \theta = \left| \frac{m_2 - m_1}{1 + m_1 m_2} \right| \] ### Step 3: Substitute the values of \(m_1\) and \(m_2\) Substituting \(m_1 = \frac{1}{2}\) and \(m_2 = \frac{4}{5}\) into the formula: \[ \tan \theta = \left| \frac{\frac{4}{5} - \frac{1}{2}}{1 + \left(\frac{1}{2} \cdot \frac{4}{5}\right)} \right| \] ### Step 4: Simplify the expression 1. Calculate \(m_2 - m_1\): \[ m_2 - m_1 = \frac{4}{5} - \frac{1}{2} = \frac{8}{10} - \frac{5}{10} = \frac{3}{10} \] 2. Calculate \(1 + m_1 m_2\): \[ m_1 m_2 = \frac{1}{2} \cdot \frac{4}{5} = \frac{4}{10} = \frac{2}{5} \] Therefore, \[ 1 + m_1 m_2 = 1 + \frac{2}{5} = \frac{5}{5} + \frac{2}{5} = \frac{7}{5} \] 3. Substitute these values back into the tangent formula: \[ \tan \theta = \left| \frac{\frac{3}{10}}{\frac{7}{5}} \right| = \left| \frac{3}{10} \cdot \frac{5}{7} \right| = \frac{15}{70} = \frac{3}{14} \] ### Step 5: Find \(\theta\) Thus, we have: \[ \tan \theta = \frac{3}{14} \] To find \(\theta\), we take the arctangent: \[ \theta = \tan^{-1}\left(\frac{3}{14}\right) \] ### Final Answer The angle between the regression lines is: \[ \theta = \tan^{-1}\left(\frac{3}{14}\right) \]
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Knowledge Check

  • The angle between the lines 2x- y +3=0 and x+ 2y +3=0 is

    A
    `90 ^(@) `
    B
    ` 60 ^(@) `
    C
    ` 45 ^(@) `
    D
    ` 180 ^(@) `
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