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Random Coefficient Models: Theory and Applications

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Author Info
 Swamy, P A V B
Tavlas, George S

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Abstract

This paper provides an overview of the rationale behind, and the implementation, and uses of, the random coefficient approach to econometric modeling. A simple random coefficient model is presented, and methods for estimating, testing, and validating such a model are described. A more general model is then presented. The general model is shown to include several fixed-coefficient models as special cases and can be estimated incorporating a variety of judgements concerning simplification. Finally, the paper reviews recent applications of random coefficient estimation. Copyright 1995 by Blackwell Publishers Ltd

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Publisher Info
Article provided by Blackwell Publishing in its journal Journal of Economic Surveys.

Volume (Year): 9 (1995)
Issue (Month): 2 (June)
Pages: 165-96
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Handle: RePEc:bla:jecsur:v:9:y:1995:i:2:p:165-96

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  1. E Philip Davis & Yuwei Hu, 2004. "Is There A Link Between Pension-Fund Assets And Economic Growth? - A Cross-Country Study," Economics and Finance Discussion Papers 04-23, Economics and Finance Section, School of Social Sciences, Brunel University. [Downloadable!]
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  2. George Hondroyiannis & Sophia Lazaretou, 2007. "Inflation persistence during periods of structural change: an assessment using Greek data," Empirica, Springer, vol. 34(5), pages 453-475, December. [Downloadable!] (restricted)
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  3. Andre Croppenstedt & Mulat Demeke, 1997. "An empirical study of cereal crop production and technical efficiency of private farmers in Ethiopia: a mixed fixed-random coefficients approach," Applied Economics, Taylor and Francis Journals, vol. 29(9), pages 1217-1226, September. [Downloadable!] (restricted)
  4. Joseph Aschheim & Costas Christou & P. Swamy & George Tavlas, 1996. "A random coefficient model of speculative attacks: The case of the Mexican peso," Open Economies Review, Springer, vol. 7(1), pages 553-571, March. [Downloadable!] (restricted)
  5. M. Meschi, 1998. "Assessing Wage Discrimination in Italy," CIBS Research Papers in International Business 11-98, London South Bank University CIBS. [Downloadable!]
  6. Stephen G Hall & George Hondroyiannis & P.A.V.B. Swamy & George S. Tavlas, 2008. "A Portfolio Balance Approach to Euro-Area Money Demand in a Time-Varying Environment," Discussion Papers in Economics 08/9, Department of Economics, University of Leicester. [Downloadable!]
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  7. Efthymios G. Tsionas, 2002. "Stochastic frontier models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 127-147. [Downloadable!]
  8. Sophocles N. Brissimis & George Hondroyiannis & P.A.V.B. Swamy & George S. Tavlas, 2003. "Empirical Modelling of Money Demand in Periods of Structural Change: The Case of Greece," Working Papers 01, Bank of Greece. [Downloadable!]
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  9. Ludo Peeters & Coro Chasco-Yrigoyen, 2005. "Ecological Inference And Spatial Heterogeneity - A New Approach Based On Entropy Econometrics," ERSA conference papers ersa05p705, European Regional Science Association. [Downloadable!]
  10. George Hondroyiannis & P.A.V.B. Swamy & George S. Tavlas, 2007. "The New Keynesian Phillips Curve and Lagged Inflation: A Case of Spurious Correlation?," Working Papers 57, Bank of Greece. [Downloadable!]
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  11. Camiel de Koning & Stefan Straetmans, 1997. "Variation in the Slope Coefficient of the Fama Regression for Testing Uncovered Interest Rate Parity: Evidence from Fixed and Time-varying Coefficient Approaches," Tinbergen Institute Discussion Papers 97-014/2, Tinbergen Institute. [Downloadable!]
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