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A Bayesian approach to analyze regional elasticities

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Author Info
Tullio Gregori ()
Abstract

This paper presents a bayesian approach to analyze regional elasticity distributions with a regular translog cost function. It is known that a proper statistical analysis concerning elasticities can be performed only with the bayesian approach. Morover we can take advantage of this methodology to form reasonable priors using national data. This way we can produce sounder inferences without much elicition by the analyst. To compare results, this approach is applied to a cost function for the main regions in Italy with a diffuse prior too. Price and substitution elasticities are derived conditional on factor shares or covariates. The low posterior probability than inequality constraints hold with an noninformative prior shows how bayesian methods can be fruitfully employed to assess regional elasticities with a proper prior obtained from national data.

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Paper provided by European Regional Science Association in its series ERSA conference papers with number ersa98p226.

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Date of creation: Aug 1998
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Handle: RePEc:wiw:wiwrsa:ersa98p226

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Jorgenson, Dale W., 1986. "Econometric methods for modeling producer behavior," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 31, pages 1841-1915 Elsevier. [Downloadable!] (restricted)
  2. Dreze, Jacques H., 1977. "Bayesian regression analysis using poly-t densities," Journal of Econometrics, Elsevier, vol. 6(3), pages 329-354, November. [Downloadable!] (restricted)
  3. Geweke, John, 1986. "Exact Inference in the Inequality Constrained Normal Linear Regression Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 127-41, April. [Downloadable!] (restricted)
  4. Edward R. Morey, 1986. "An Introduction to Checking, Testing, and Imposing Curvature Properties: The True Function and the Estimated Function," Canadian Journal of Economics, Canadian Economics Association, vol. 19(2), pages 207-35, May. [Downloadable!] (restricted)
  5. Barnett, William A. & Geweke, John & Wolfe, Michael, 1991. "Seminonparametric Bayesian estimation of the asymptotically ideal production model," Journal of Econometrics, Elsevier, vol. 49(1-2), pages 5-50. [Downloadable!] (restricted)
  6. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January. [Downloadable!] (restricted)
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  7. Chalfant, James A. & Gray, Richard S., 1989. "Evaluating prior beliefs in a demand system : the case of Meats demand in Canada," CUDARE Working Paper Series 483, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
  8. Florens, J.P. & Mouchart, M., 1992. "Bayesian Testing and Testing Bayesians," Papers 92.275, Toulouse - GREMAQ.
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