What does the assumption of linearity imply in Simple Linear Regression?

  • Both Variables are Categorized
  • Dependent Variable is Linear
  • Independent Variable is Linear
  • Relationship between Dependent and Independent Variables is Linear
The assumption of linearity implies that the relationship between the dependent and independent variables is linear. A non-linear relationship may lead to biased or inefficient estimates.
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