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If the regression coefficient of Y on X ...

If the regression coefficient of Y on X is `-6`, and the correlation coefficient between X and Y `-(1)/(2),` then the regression coefficient of X on Y would be

A

`(1)/(24)`

B

`-(1)/(24)`

C

`-(1)/(6)`

D

`(1)/(6)`

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The correct Answer is:
To solve the problem, we need to find the regression coefficient of X on Y, denoted as \( b_{xy} \), given the regression coefficient of Y on X, \( b_{yx} = -6 \), and the correlation coefficient \( r = -\frac{1}{2} \). ### Step-by-Step Solution: 1. **Identify the given values**: - Regression coefficient of Y on X: \( b_{yx} = -6 \) - Correlation coefficient: \( r = -\frac{1}{2} \) 2. **Use the formula relating the correlation coefficient and regression coefficients**: The formula that relates the regression coefficients and the correlation coefficient is: \[ r^2 = b_{yx} \cdot b_{xy} \] where \( b_{xy} \) is the regression coefficient of X on Y. 3. **Calculate \( r^2 \)**: \[ r^2 = \left(-\frac{1}{2}\right)^2 = \frac{1}{4} \] 4. **Substitute the known values into the formula**: \[ \frac{1}{4} = (-6) \cdot b_{xy} \] 5. **Solve for \( b_{xy} \)**: Rearranging the equation gives: \[ b_{xy} = \frac{1}{4} \div (-6) = \frac{1}{4} \cdot \left(-\frac{1}{6}\right) = -\frac{1}{24} \] 6. **Final answer**: The regression coefficient of X on Y is: \[ b_{xy} = -\frac{1}{24} \]

To solve the problem, we need to find the regression coefficient of X on Y, denoted as \( b_{xy} \), given the regression coefficient of Y on X, \( b_{yx} = -6 \), and the correlation coefficient \( r = -\frac{1}{2} \). ### Step-by-Step Solution: 1. **Identify the given values**: - Regression coefficient of Y on X: \( b_{yx} = -6 \) - Correlation coefficient: \( r = -\frac{1}{2} \) ...
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