Polynomial regression is a type of regression analysis used to model the relationship between a dependent variable and one or more independent variables by fitting a polynomial equation to the data. This method extends linear regression by allowing for curves in the data, making it useful for capturing non-linear relationships. By using polynomial terms, such as squares or cubes of the predictor variables, it helps in creating a more flexible model that can better fit complex datasets.
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