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A Simple Method to Visualize Results in Nonlinear Regression Models

  • Henderson, Daniel J.

    ()

    (University of Alabama)

  • Kumbhakar, Subal C.

    ()

    (Binghamton University, New York)

  • Parmeter, Christopher F.

    ()

    (University of Miami)

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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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 6781.

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Length: 11 pages
Date of creation: Aug 2012
Date of revision:
Publication status: published in: Economics Letters, 2012, 117 (3), 578-581
Handle: RePEc:iza:izadps:dp6781
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  1. Thanasis Stengos & Costantina Kottaridi, 2008. "Foreign Direct Investment, Human Capital And Nonlinearities In Economic Growth," Working Paper Series 20-08, The Rimini Centre for Economic Analysis, revised Jan 2008.
  2. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
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