CONSTRAINED EMM AND INDIRECT INFERENCE ESTIMATION

Gabriele Fiorentini, Enrique Sentana and Giorgio Calzolari

Working Papers. Serie AD from Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie)

Abstract: We develop generalised indirect inference procedures that handle equality and inequality constraints on the auxiliary model parameters. We obtain expressions for the optimal weighting matrices, and discuss as examples an MA(1) estimated as AR(1), an AR(1) estimated as MA(1), and a log-normal stochastic volatility process estimated as a GARCH(1,1) with Gaussian or t distributed errors. In the first example, the constraints have no effect, while in the second, they allow us to achieve full efficiency. As for the third, neither procedure systematically outperforms the other, but equality restricted estimators are better when the additional parameter is poorly estimated.

Pages: 65 pages
Date: 2000-11
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Citations: View citations in EconPapers (3)

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http://www.ivie.es/downloads/docs/wpasad/wpasad-2000-26.pdf Fisrt version / Primera version, 2000 (application/pdf)

Related works:
Working Paper: Constrained EMM and Indirect Inference Estimation (2000)
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Persistent link: https://EconPapers.repec.org/RePEc:ivi:wpasad:2000-26

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