What does polynomial regression allow you to model?

  • Correlations
  • Data distribution
  • Non-linear relationships
  • Relationships between variables
Polynomial regression allows modeling of non-linear relationships. Unlike linear regression that models relationships between variables as a straight line, polynomial regression models relationships as curves, better capturing relationships that change in direction at different levels of the independent variables.
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