A linear regression in the coefficients with a polynomial mean function . Successive degrees define nested models that can be compared by an F-test.
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Polynomial regression is a type of regression analysis that models the relationship between a dependent variable \( Y \) and one or more independent variables \( X \) using a polynomial equation.