Solveeit Logo

Question

Question: If the angle between the two lines of regression is \(90^{o}\), then it represents...

If the angle between the two lines of regression is 90o90^{o}, then it represents

A

Perfect correlation

B

Perfect negative correlation

C

No linear correlation

D

None of these

Answer

No linear correlation

Explanation

Solution

The angle between line of regression is θ\theta, then

tanθ=±(1r2r).(σx.σyσx2+σy2)\tan\theta = \pm \left( \frac{1 - r^{2}}{r} \right).\left( \frac{\sigma_{x}.\sigma_{y}}{\sigma_{x}^{2} + \sigma_{y}^{2}} \right) , Here θ=90\theta = 90{^\circ}, \therefore r=0r = 0

∴ There is no linear correlation.