Estimating Stationary ARMA Models Efficiently
AbstractThis paper discusses the asymptotic and finite-sample properties of the Efficient Method of Moments (EMM) when applied to estimating stationary ARMA models. Issues such of identification, model selection, and testing are also discussed. The properties of these estimators are compared to those of Maximum Likelihood (ML) by means of Monte Carlo experiments for bot invertible and non-invertible ARMA models.
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Bibliographic InfoPaper provided by Society for Computational Economics in its series Computing in Economics and Finance 1999 with number 1333.
Date of creation: 01 Mar 1999
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- Gallant, A. Ronald & Tauchen, George, 1996.
"Which Moments to Match?,"
Cambridge University Press, vol. 12(04), pages 657-681, October.
- Chumacero Rómulo A., 1997.
"Finite Sample Properties of the Efficient Method of Moments,"
Studies in Nonlinear Dynamics & Econometrics,
De Gruyter, vol. 2(2), pages 1-19, July.
- Romulo Chumacero, . "Finite Sample Properties of the Efficient Method of Moments," Computing in Economics and Finance 1997 5, Society for Computational Economics.
- Ghysels, E. & Khalaf, L. & Vodounou, C., 1995.
"Simulation Based Inference in Moving Average Models,"
Cahiers de recherche
9513, Universite de Montreal, Departement de sciences economiques.
- Eric GHYSELS & Lynda KHALAF & Cosmé VODOUNOU, 2003. "Simulation Based Inference In Moving Average Models," Annales d'Economie et de Statistique, ENSAE, issue 69, pages 85-99.
- Ghysels, E. & Khalaf, L. & Vodounou, C., 1995. "Simulation Based Inference in Moving Average Models," Cahiers de recherche 9513, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Eric Ghysels & Lynda Khalaf & Cosme Vodounou, 1994. "Simulation Based Inference in Moving Average Models," CIRANO Working Papers 94s-11, CIRANO.
- Michaelides, Alexander & Ng, Serena, 2000.
"Estimating the rational expectations model of speculative storage: A Monte Carlo comparison of three simulation estimators,"
Journal of Econometrics,
Elsevier, vol. 96(2), pages 231-266, June.
- Alexander Michaelides & Serena Ng, 1997. "Estimating the Rational Expectations Model of Speculative Storage: A Monte Carlo Comparison of Three Simulation Estimators," Boston College Working Papers in Economics 373, Boston College Department of Economics.
- Gourieroux, C & Monfort, A & Renault, E, 1993.
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 8(S), pages S85-118, Suppl. De.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
- repec:cup:etheor:v:12:y:1996:i:4:p:657-81 is not listed on IDEAS
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