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General equation of the regression line x on y is ________.a.(x-xbar)=b_xy (y-ybar)b.(x-xbar)=b_yx (y-ybar)c.(x+xbar)=b_xy (y+ybar)d.(y-ybar)=b_xy (x-xbar)

Question

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Solution

To determine the general equation of the regression line x x on y y , we must recall the correct formulation. The regression line expresses how one variable predicts another.

Breakdown of the Options

  1. Option A: (xx)=bxy(yy) (x - \overline{x}) = b_{xy} (y - \overline{y})
  2. Option B: (xx)=byx(yy) (x - \overline{x}) = b_{yx} (y - \overline{y})
  3. Option C: (x+x)=bxy(y+y) (x + \overline{x}) = b_{xy} (y + \overline{y})
  4. Option D: (yy)=bxy(xx) (y - \overline{y}) = b_{xy} (x - \overline{x})

Relevant Concepts

The regression equation for predicting x x based on y y takes the form: x=x+byx(yy) x = \overline{x} + b_{yx}(y - \overline{y}) This can be rearranged to the form: (xx)=byx(yy) (x - \overline{x}) = b_{yx} (y - \overline{y})

Analysis of Each Option

  • Option A: Incorrect because it uses bxy b_{xy} instead of byx b_{yx} .
  • Option B: Correct, as it correctly represents the equation for the regression of x x on y y .
  • Option C: Incorrect as it combines terms that do not align with regression format.
  • Option D: Incorrect because it reflects the regression of y y on x x .

Verify and Summarize

The only option that accurately represents the regression line x x on y y is Option B. In this case, byx b_{yx} denotes the slope of the regression line, reflecting how changes in y y affect x x .

Final Answer

The general equation of the regression line x x on y y is B. (xx)=byx(yy) (x - \overline{x}) = b_{yx} (y - \overline{y}) .

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