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Simulation Based Inference in Moving Average Models

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Author Info
Eric Ghysels ()
Lynda Khalaf
Cosme Vodounou

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Abstract

We examine several simulation-based estimators for the parameters of a moving average process, including the one initially proposed by Gourieroux, Monfort and Renault (1993) as well as several extensions based on Gallant and Tauchen (1994). The estimators are also compared and related to procedures recently suggested by Galbraith and Zinde-Walsh (1994).

Nous examinons plusieurs estimateurs basés sur les principes des méthodes de moments simulés et l'inférence indirecte pour des modèles de moyenne mobile. Nous étudions une procédure proposée par Gouriéroux, Monfort et Renault (1993) ainsi que des extensions de l'approche proposée par Gallant et Tauchen (1994). Nous faisons également une comparaison avec les procédures de Galbraith et Zinde-Walsh (1994).

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Paper provided by CIRANO in its series CIRANO Working Papers with number 94s-11.

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Date of creation: 01 Oct 1994
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Handle: RePEc:cir:cirwor:94s-11

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Related research
Keywords: Simulation-based estimators; Moving average process; Méthodes de moments simulés ; Modèles de moyenne mobile;

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Find related papers by JEL classification:
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions
C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

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  1. Gourieroux, C & Monfort, A & Renault, E, 1993. "Indirect Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages S85-118, Suppl. De. [Downloadable!] (restricted)
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  2. Ansley, Craig F. & Newbold, Paul, 1980. "Finite sample properties of estimators for autoregressive moving average models," Journal of Econometrics, Elsevier, vol. 13(2), pages 159-183, June. [Downloadable!] (restricted)
  3. Tauchen, George E. & Gallant, A. Ronald, 1995. "Which Moments to Match," Working Papers 95-20, Duke University, Department of Economics.
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Sprumont, Y., 1995. "On the Game-Theoretic Structure of Public-Good Economies," Cahiers de recherche 9519, Universite de Montreal, Departement de sciences economiques. [Downloadable!]
  2. Laurini, Márcio P. & Hotta, Luiz K., 2008. "Inferência indireta em modelos fracionários de taxas de juros de curto prazo," Ibmec Working Papers wpe_119, Ibmec Working Paper, Ibmec São Paulo. [Downloadable!]
  3. Romulo A. Chumacero, 1999. "Estimating Stationary ARMA Models Efficiently," Computing in Economics and Finance 1999 1333, Society for Computational Economics. [Downloadable!]
  4. Veronika Czellar & Eric Zivot, 2008. "Improved small sample inference for efficient method of moments and indirect inference estimators," Working Papers UWEC-2008-04, University of Washington, Department of Economics. [Downloadable!]
  5. Rómulo Chumacero, 2001. "Estimating ARMA Models Efficiently," Working Papers Central Bank of Chile 92, Central Bank of Chile. [Downloadable!]
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