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:	2012-08
Authors:	Henderson, Daniel J. ; Kumbhakar, Subal C. ; Parmeter, Christopher F.
Institutions:	Institute for the Study of Labor (IZA)
Subject:	gradient estimation \| dimensionality \| kernel smoothing \| nonlinear \| mean plots \| least squares cross validation

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Extent:	application/pdf
Series:	IZA Discussion Papers.
Type of publication:	Book / Working Paper
Notes:	published in: Economics Letters, 2012, 117 (3), 578-581 Number 6781 11 pages
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/10010705564