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Estimation d'un modèle TIMA avec asymétrie contemporaine par inférence indirecte

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  • Catherine Bruneau
  • Amine Lahiani

Abstract

This paper implements a simulation-based method for estimating the parameters of Threshold Integrated Moving Average Models with contemporaneous asymmetry. Among many simulation-based methods we use the Indirect Inference method (II) with an autoregressive model as auxiliary model. To investigate the properties of the estimator in finite samples we refer to Monte Carlo methods. We apply our framework to the daily CAC40 index returns series and we find that this series exhibits an asymmetric response to shocks around a threshold.

Suggested Citation

  • Catherine Bruneau & Amine Lahiani, 2006. "Estimation d'un modèle TIMA avec asymétrie contemporaine par inférence indirecte," EconomiX Working Papers 2006-17, University of Paris Nanterre, EconomiX.
    • Handle: RePEc:drm:wpaper:2006-17
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    More about this item

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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