2008•RePEc: Research Papers in EconomicsRequires access

Bayesian Analysis of DSGE models: A Panel Approach

Tareq Sadeq

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Abstract

This methodological paper in Bayesian econometrics applied to macroeconomic models, presents first the Bayesian estimation of DSGE models, then illustrates the e¤ects of the estimation for a panel of countries, assuming some homogeneity across coun- tries. Under some specifications, the results exhibit more preci- sion about parameters in a panel approach. The gain of precision is important using a panel of small samples of data.

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This methodological paper in Bayesian econometrics applied to macroeconomic models, presents first the Bayesian estimation of DSGE models, then illustrates the e¤ects of the estimation for a panel of countries, assuming some homogeneity across coun- tries. Under some specifications, the results exhibit more preci- sion about parameters in a panel approach. The gain of precision is important using a panel of small samples of data.

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Available abstract

This methodological paper in Bayesian econometrics applied to macroeconomic models, presents first the Bayesian estimation of DSGE models, then illustrates the e¤ects of the estimation for a panel of countries, assuming some homogeneity across coun- tries. Under some specifications, the results exhibit more preci- sion about parameters in a panel approach. The gain of precision is important using a panel of small samples of data.

Key concepts: Dynamic stochastic general equilibrium, Bayesian probability, Econometrics, Panel data, Bayes estimator, Homogeneity (statistics), Economics, Bayesian econometrics

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