Automated multiple regression model-building techniques often hide important aspects of data from the data analyst. Such features as nonlinearity, collinearity, outliers, and points with high leverage ...

This is a preview. Log in through your library . Abstract When applicable, an assumed monotonicity property of the regression function w.r.t. covariates has a strong stabilizing effect on the ...