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The data are then smoothed to estimate the regression curve. This is in contrast to the parametric regression where the degree of the polynomial controls the complexity of the fit. For the polynomial, ...

Topics include simple and multiple regression; linear models with categorical explanatory variables; model diagnostics; inference for linear models; polynomial regression; models for time dependence; ...