B̂xy and B̂yx are slopes in regressions of x on y and of y on x respectively. Then, the correlation…
In linear regression between two variables \(x\) and \(y\): The slope of the regression line of \(x\) on \(y\) is…
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B̂xy and B̂yx are slopes in regressions of x on y and of y on x respectively. Then, the correlation coefficient, r between x and y is.
Answer and explanation
Correct answer A
In linear regression between two variables and :
The slope of the regression line of on is .
The slope of the regression line of on is . Multiplying the two regression slopes together cancels the standard deviations:
. Thus, the correlation coefficient is the geometric mean of the two regression slope coefficients (with the same algebraic sign as the two slopes).
Revised question: the original examination question was defective.
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UGC NET Economics