Estimating Stationary ARMA Models Efficiently
This 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.
|Date of creation:||01 Mar 1999|
|Date of revision:|
|Contact details of provider:|| Postal: CEF99, Boston College, Department of Economics, Chestnut Hill MA 02467 USA|
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- Tauchen, George E. & Gallant, A. Ronald, 1995.
"Which Moments to Match,"
95-20, Duke University, Department of Economics.
- Eric Ghysels & Lynda Khalaf & Cosme Vodounou, 1994.
"Simulation Based Inference in Moving Average Models,"
CIRANO Working Papers
- Eric Ghysels & Lynda Khalaf & Cosmé Vodounou, 2003. "Simulation Based Inference In Moving Average Models," Annals of Economics and Statistics, GENES, 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.
- 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.
- 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, 2000. "Estimating the rational expectations model of speculative storage : a Monte Carlo comparison of three simulation estimators," LSE Research Online Documents on Economics 198, London School of Economics and Political Science, LSE Library.
- 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., 1992.
92.279, Toulouse - GREMAQ.
- Romulo Chumacero, .
"Finite Sample Properties of the Efficient Method of Moments,"
Computing in Economics and Finance 1997
5, Society for Computational Economics.
- 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.
- repec:cup:etheor:v:12:y:1996:i:4:p:657-81 is not listed on IDEAS
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
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