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Chaos Theory and Microeconomics: An Application to Model Specification and Hedonic Estimation

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  • Craig, Steven G
  • Kohlhase, Janet E
  • Papell, David H

Abstract

This paper is the first to apply the theory of deterministic chaos to a microeconomic problem. Previous applications of chaos theory to time-series data, while successful in uncovering nonlinearities, have not provided guidelines for resolving uncovered misspecification problems. In contrast, the authors show that a modified test statistic from chaos theory is an extremely valuable tool in microeconomic model specification because it shows when excluded information is correlated with included information. This test, applied to hedonic estimation of marginal housing prices, is able to distinguish among alternative regression specifications and assists in discovering a parsimonious specification devoid of nonlinear effects. Copyright 1991 by MIT Press.

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  • Craig, Steven G & Kohlhase, Janet E & Papell, David H, 1991. "Chaos Theory and Microeconomics: An Application to Model Specification and Hedonic Estimation," The Review of Economics and Statistics, MIT Press, vol. 73(2), pages 208-215, May.
    • Handle: RePEc:tpr:restat:v:73:y:1991:i:2:p:208-15
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    Cited by:

    1. Leonardo Gasparini & Walter Sosa Escudero, 2003. "Implicit Rents from Own-housing and Income Distribution: Econometric Estimates for Greater Buenos Aires," Journal of Income Distribution, Ad libros publications inc., vol. 12(1-2), pages 3-3, June.
    2. Badi H. Baltagi & Dong Li, 2001. "LM Tests for Functional Form and Spatial Error Correlation," International Regional Science Review, , vol. 24(2), pages 194-225, April.
    3. Uri, Noel D. & Hyberg, Bengt, 1996. "Differentiation And Implicit Prices Of U.S. Wheat Exports," Journal of Food Distribution Research, Food Distribution Research Society, vol. 27(2), pages 1-14, July.
    4. Lyford, Conrad P. & Yumkella, Kandeh K. & Mercier, Stephanie & Hyberg, Bengt, 1994. "Quality Pricing in U.S. Soybean Exports," Staff Paper Series 201193, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    5. Koller, Wolfgang & Fischer, Manfred M., 2001. "Testing for Non-Linear Dependence in Univariate Time Series An Empirical Investigation of the Austrian Unemployment Rate," MPRA Paper 77809, University Library of Munich, Germany.
    6. McAleer, Michael, 1995. "The significance of testing empirical non-nested models," Journal of Econometrics, Elsevier, vol. 67(1), pages 149-171, May.
    7. Lori Dickes & Elizabeth Crouch, 2015. "The Impact of Changing Lake Levels on Property Values: A Hedonic Model of Lake Thurmond," The Review of Regional Studies, Southern Regional Science Association, vol. 45(3), pages 221-235, Winter.

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