A simple method to visualize results in nonlinear regression models

A simple graphical approach to presenting results from nonlinear regression models is described. In the face of multiple covariates, ‘partial mean’ plots may be unattractive. The approach here is portable to a variety of settings and can be tailored to the specific application at hand. A simple four variable nonparametric regression example is provided to illustrate the technique.

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Year of publication:	2012
Authors:	Henderson, Daniel J. ; Kumbhakar, Subal C. ; Parmeter, Christopher F.
Published in:	Economics Letters. - Elsevier, ISSN 0165-1765. - Vol. 117.2012, 3, p. 578-581
Publisher:	Elsevier
Subject:	Gradient estimation \| Dimensionality \| Kernel smoothing \| Least squares cross validation

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Type of publication:	Article
Classification:	C1 - Econometric and Statistical Methods: General ; C13 - Estimation ; C14 - Semiparametric and Nonparametric Methods
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010594106