Regression modelEconometrics / time series

Bayesov sustav GMM

Bayesian System GMM kombinira Blundell-Bondov System Generalized Method of Moments (Sustav Opće Metoda Najmanjih Kvadrata) za dinamičke panelne podatke s Bayesijanskim apriornim distribucijama i posteriornom inferencijom putem MCMC-a. Rješava probleme endogenosti, individualnih fiksnih efekata i slabih instrumenata, istovremeno uključujući apriorna znanja i pružajući potpunu kvantifikaciju posteriorne neizvjesnosti — ne samo točkaste procjene i asimptotske standardne pogreške.

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Izvori

  1. Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. DOI: 10.1016/S0304-4076(98)00009-8
  2. Chib, S., & Ramamurthy, S. (2010). Tailored randomized block MCMC methods with application to DSGE models. Journal of Econometrics, 155(1), 19–38. DOI: 10.1016/j.jeconom.2009.08.003

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian System Generalized Method of Moments. ScholarGate. https://scholargate.app/hr/econometrics/bayesian-system-gmm

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Citirana u

ScholarGateBayesian System GMM (Bayesian System Generalized Method of Moments). Preuzeto 2026-06-15 s https://scholargate.app/hr/econometrics/bayesian-system-gmm · Skup podataka: https://doi.org/10.5281/zenodo.20539026