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Simultaneous Equations Bayesian Bootstrap

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Author Info
Heckelei, Thomas
Mittelhammer, Ron C.
Abstract

This paper introduces a semi-parametric bootstrapping approach to Bayesian analysis of structural parameters in simultaneous equation systems that extends the single and multivariate regression approaches of Heckelei and Mittelhammer (1996, 2002) to models with endogenous regressors. Monte Carlo evidence demonstrated the considerable accuracy of the procedure in approximating posterior distributions, even for small sample sizes.

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File URL: http://purl.umn.edu/19873
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Publisher Info
Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 2002 Annual meeting, July 28-31, Long Beach, CA with number 19873.

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Date of creation: 2002
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Handle: RePEc:ags:aaea02:19873

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Keywords: Research Methods/ Statistical Methods;

References listed on IDEAS
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  1. Kloek, Tuen & van Dijk, Herman K, 1978. "Bayesian Estimates of Equation System Parameters: An Application of Integration by Monte Carlo," Econometrica, Econometric Society, vol. 46(1), pages 1-19, January. [Downloadable!] (restricted)
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  1. Xi, Jing & Heckelei, Thomas & Mittelhammer, Ron, 2003. "Semiparametric Bayesian Analysis Of Simultaneous Systems With An Application To Japanese Meat Demand," 2003 Annual meeting, July 27-30, Montreal, Canada 22210, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
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This page was last updated on 2009-12-11.


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