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If the slopes of the line of regression ...

If the slopes of the line of regression of Y and X and of X and Y are `30^(@)` and `60^(@)` respectively, then r (X,Y) is

A

-1

B

1

C

`(1)/sqrt(3)`

D

`-(1)/sqrt(3)`

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The correct Answer is:
To solve the problem, we need to find the correlation coefficient \( r(X, Y) \) given the slopes of the regression lines of \( Y \) on \( X \) and \( X \) on \( Y \). ### Step-by-Step Solution: 1. **Identify the Slopes**: - The slope of the regression line of \( Y \) on \( X \) is given as \( 30^\circ \). - The slope of the regression line of \( X \) on \( Y \) is given as \( 60^\circ \). 2. **Convert Angles to Tangent Values**: - The slope of the regression line of \( Y \) on \( X \) can be represented as \( B_{Y|X} = \tan(30^\circ) \). - We know that \( \tan(30^\circ) = \frac{1}{\sqrt{3}} \). - The slope of the regression line of \( X \) on \( Y \) can be represented as \( B_{X|Y} = \tan(60^\circ) \). - We know that \( \tan(60^\circ) = \sqrt{3} \). 3. **Relate the Slopes to the Correlation Coefficient**: - The relationship between the slopes and the correlation coefficient \( r \) is given by: \[ B_{Y|X} \cdot B_{X|Y} = r^2 \] - Substituting the values we found: \[ \left(\frac{1}{\sqrt{3}}\right) \cdot \left(\frac{1}{\sqrt{3}}\right) = r^2 \] - This simplifies to: \[ \frac{1}{3} = r^2 \] 4. **Calculate the Correlation Coefficient**: - To find \( r \), we take the square root of both sides: \[ r = \sqrt{\frac{1}{3}} \text{ or } r = -\sqrt{\frac{1}{3}} \] - Thus, we can express \( r \) as: \[ r = \frac{1}{\sqrt{3}} \text{ or } r = -\frac{1}{\sqrt{3}} \] 5. **Choose the Correct Option**: - Since the correlation coefficient can be either positive or negative depending on the context, but the options provided are: - Option A: -1 - Option B: 1 - Option C: \( \frac{1}{\sqrt{3}} \) - Option D: \( -\frac{1}{\sqrt{3}} \) - The correct answer based on our calculation is \( -\frac{1}{\sqrt{3}} \) (Option D). ### Final Answer: Thus, \( r(X, Y) = -\frac{1}{\sqrt{3}} \).
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