What is a Polynomial regression analysis? A Polynomial regression is a statistical method, and is used to model nonlinear relationships between a predictor and an outcome variable by including higher-order terms of the predictor. However, simple linear regression, which assumes a straight-line relationship, polynomial regression allows for curvature in the model and can better capture complex patterns in the data (Cohen et al., 2003). […]





