A visual procedure for optimal response transformations and curvature specifications

摘要

Consider a general regression model in which a covariate enters nonlin-early with a power transformed response variable. Under this formulation a dynamic graphical procedure using inverse response plot and forward response plot is suggested for finding an optimal response transformation parameter value and capturing a curvature. Examples demonstrate that the method works well and also can be used to detect the influential cases.