This equation keeps the fundamental idea that an outcome for a person can be predicted from a model (the stuff in parentheses) and some error associated with that prediction (εi). We still predict an outcome variable (Yi) from a predictor variable (Xi) and a parameter, b1, associated with the predictor variable that quantifies the relationship it has with the outcome variable.
