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b(xy) and b(yx) are...

`b_(xy)` and `b_(yx)` are __________

A

Independent of change of origin and scale

B

Independent of change of origin but not of scale

C

Independent of change of scale but not of origin

D

Affected by change of origin and scale

Text Solution

AI Generated Solution

The correct Answer is:
To solve the question regarding the relationship between \( b_{xy} \) and \( b_{yx} \), we need to analyze the definitions and properties of these terms in the context of correlation and standard deviation. ### Step-by-Step Solution: 1. **Understanding \( b_{xy} \) and \( b_{yx} \)**: - \( b_{xy} \) is defined as \( r \cdot \frac{\sigma_x}{\sigma_y} \), where \( r \) is the coefficient of correlation between variables \( x \) and \( y \), and \( \sigma_x \) and \( \sigma_y \) are the standard deviations of \( x \) and \( y \) respectively. - \( b_{yx} \) is defined as \( r \cdot \frac{\sigma_y}{\sigma_x} \). 2. **Expressing the relationship**: - We can express \( b_{yx} \) in terms of \( b_{xy} \): \[ b_{yx} = r \cdot \frac{\sigma_y}{\sigma_x} = \frac{1}{b_{xy}} \] - This shows that \( b_{yx} \) is the reciprocal of \( b_{xy} \). 3. **Conclusion**: - Since \( b_{xy} \) and \( b_{yx} \) are reciprocals of each other, we conclude that they are related through the correlation coefficient and the standard deviations of the respective variables. ### Final Answer: Thus, \( b_{xy} \) and \( b_{yx} \) are **reciprocals** of each other.
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