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Estimation du changement des cours du café et du cacao : Filtre HPMV, filtre de Kalman et MS-VAR

Author

Listed:
  • Nathaniel Gbenro

    (ENSEA - Ecole nationale supérieure de statistique et d'économie appliquée [Abidjan])

  • Aka Jerôme Koffi

    (ENSEA - Ecole nationale supérieure de statistique et d'économie appliquée [Abidjan])

Abstract

Dans cette étude, nous modélisons les changements dans les cours mondiaux du café et du cacao. L'incapacité d'observer la forte volatilité de ces séries nous conduit à utiliser des modèles à composantes inobservables. En plus du filtre de Hodrick-Prescott univarié(HP), nous estimons le filtre de Hodrick Prescott multivarié (HPMV) et les processus Markovien à plusieurs régimes (Markov Switching Models). Le filtre HPMV a été réécrit sous forme Espace-Etat afin de modéliser les cours du café et du cacao par un état non observable.

Suggested Citation

  • Nathaniel Gbenro & Aka Jerôme Koffi, 2011. "Estimation du changement des cours du café et du cacao : Filtre HPMV, filtre de Kalman et MS-VAR," Working Papers hal-01510780, HAL.
  • Handle: RePEc:hal:wpaper:hal-01510780
    Note: View the original document on HAL open archive server: https://hal.science/hal-01510780
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    References listed on IDEAS

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    1. Francois-Éric Racicot & Raymond Théoret, 2005. "Quelques applications du filtre de Kalman en finance: estimation et prévision de la volatilité stochastique et du rapport cours-bénéfices," RePAd Working Paper Series UQO-DSA-wp0312005, Département des sciences administratives, UQO.
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