Local Bandwidths for Improving Performance Statistics of Model-Robust Regression 2

Authors

Efosa Edionwe, University of Benin, Benin City, NigeriaFollow
Julian L. Mbegbu, University of Benin, Benin, NigeriaFollow

Abstract

Model-Robust Regression 2 (MRR2) method is a semi-parametric regression approach that combines parametric and nonparametric fits. The bandwidth controls the smoothness of the nonparametric portion. We present a methodology for deriving data-driven local bandwidth that enhances the performance of MRR2 method for fitting curves to data generated from designed experiments.

DOI

10.22237/jmasm/1414816140