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Statement 1: Two regression coefficients cannot have the same sign. Statement 2: Both the…

Mathematics20261 markMCQ
Statement 1: Two regression coefficients cannot have the same sign. Statement 2: Both the regression coefficients can be numerically greater than unity. Which one of the following is correct?
  • aStatement 1 is true and Statement 2 is false.
  • bStatement 2 is true and Statement 1 is false.
  • cBoth the statements are true.
  • dBoth the statements are false.

Answer

Answer

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Correct option: d

Answer: (d) Both the statements are false. Both regression coefficients $b_{yx}$ and $b_{xy}$ must always have the same sign (the sign of correlation coefficient $r$), so Statement 1 is false. In addition, since $r^2 = b_{yx} \cdot b_{xy} \le 1$, both regression coefficients cannot be numerically greater than unity, so Statement 2 is also false.
Linear Regression

From ISC 2026 Mathematics Paper 1, question 19(i).

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