GTAP Resources: Resource Display
GTAP Resource #3014 |
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"A bayesian alternative to generalized cross entropy solutions for underdetermined econometric models" by Heckelei, Thomas, Torbjorn Jansson and Ron Mittelhammer Abstract This paper presents a Bayesian alternative to Generalized Maximum Entropy (GME) and Gen-eralized Cross Entropy (GCE) methods for deriving solutions to econometric models repre-sented by underdetermined systems of equations. For certain types of econometric model speci-fications, the Bayesian approach provides fully equivalent results to GME-GCE techniques. However, in its general form, the proposed Bayesian methodology allows a more direct and straightforwardly interpretable formulation of available prior information and can reduce sig-nificantly the computational effort involved in finding solutions. The technique can be adapted to provide solutions in situations characterized by either informative or uninformative prior in-formation. |
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- Calibration and parameter estimation |
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Public Access No documents have been attached. Restricted Access No documents have been attached. Special Instructions This paper is a DRAFT |
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Last Modified: 9/15/2023 1:05:45 PM