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      Question

      If a researcher finds that the variance of the error term in a regression is proportional to the square of one of the independent variables, the model suffers from:

      A Autocorrelation Correct Answer Incorrect Answer
      B Multicollinearity Correct Answer Incorrect Answer
      C Heteroscedasticity Correct Answer Incorrect Answer
      D Specification Bias Correct Answer Incorrect Answer

      Solution

      Heteroscedasticity occurs when the variance of the residuals is not constant across observations, often varying with the size of an independent variable.

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