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Econometric Modelling in the Presence of Evolutionary Change

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Author Info
Foster, John
Wild, Phillip

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Abstract

A methodology is offered which can be used to construct an econometric model in the presence of structural change of an evolutionary type. The theoretical basis for such modelling is drawn from the self-organisation approach and operationalised in the context of the logistic diffusion growth model. The latter is augmented to allow for the impact of exogenous effects upon both the diffusion rate and boundary limit. We show how the hypothesis of augmented logistic diffusion can be falsified using econometric methods. An illustrative case study is used, namely the growth and decline of Australian Building Society Deposits. With the aid of this example, it is shown how the approach could be of use to both economic forecasters and regulators in conditions of structural change where conventional econometric methods are often inappropriate. Copyright 1999 by Oxford University Press.

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Publisher Info
Article provided by Oxford University Press in its journal Cambridge Journal of Economics.

Volume (Year): 23 (1999)
Issue (Month): 6 (November)
Pages: 749-70
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Handle: RePEc:oup:cambje:v:23:y:1999:i:6:p:749-70

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  1. Gloria Jarne, Julio Sánchez-Chóliz, Francisco Fatás-Villafranca, . ""S-shaped" Economic Dynamics. The Logistic and Gompertz curves generalized," The Electronic Journal of Evolutionary Modeling and Economic Dynamics, IFReDE - Université Montesquieu Bordeaux IV. [Downloadable!]
  2. Ulrich Witt & Thomas Brenner, 2008. "Output dynamics, flow equilibria and structural change—A prolegomenon to evolutionary macroeconomics," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 249-260, April. [Downloadable!] (restricted)
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  3. Koen Frenken, 2006. "Technological innovation and complexity theory," Economics of Innovation and New Technology, Taylor and Francis Journals, vol. 15(2), pages 137-155, March. [Downloadable!] (restricted)
  4. Prof John Foster, 2007. "A micro-meso-macro perspective on the methodology of evolutionary economics: integrating history, simulation and econometrics," Discussion Papers Series 343, School of Economics, University of Queensland, Australia. [Downloadable!]
  5. Prof John Foster, 2004. "From Simplistic to Complex Systems in Economics," Discussion Papers Series 335, School of Economics, University of Queensland, Australia. [Downloadable!]
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