International Journal of Statistics and Systems
Open Access
  • Year: 2007
  • Volume: 2
  • Issue: 1

On multicollinearity in nonlinear econometric models with mis-specified error terms in small samples

  • Author:
  • Isaac. D. Essi1, Sonny N. Amadi2, Nathaniel A. Ojekudo3
  • Total Page Count: 8
  • Page Number: 41 to 48

1Centre for Econometric and Allied Research(CEAR), University of Ibadan, Ibadan, Nigeria. E-mail: ddmetra_utibe@yahoo.com

2Department of Banking & Finance, Rivers State University of Science & Technology Port Harcourt, Nigeria E-mail: watiamadii@yahoo.com

3Department of Mathematics, Rivers State College of Education Port Harcourt, Nigeria E-mail: nathojekudoyahoo.com

Abstract

The Cobb-Douglas model is a common occurrence in econometrics and other areas of research. In this study, involving small samples, we investigate the consequences and the seriousness of such consequences of mis-specifying the error term. Our results, show that the consequence is more serious when a multiplicative error plagued data set is fitted with an additive error based model than vice-versa.This result and trend also hold in the presence of multicollinearity.

Keywords

Cobb-Douglass model, mis-specifying, multicollinearity