Prevision des prix a terme du cacao et modeles ARMA non-lineaires
Abstract
Cet article examine l'evolution a court terme des cours du cacao sur le marche de New York. Nous essayons d'etablir des previsions hors echantillon en utilisant une modelisation non lineaire de type reseaux de neurones. Nous examinons aussi l'impact des volumes de transactions, de la volatilite ainsi que les positions ouvertes sur la qualite des previsions. Les modeles proposes sont compares a la marche aleatoire et aux modeles ARIMA lineaires de Box-Jenkins. Nous constatons la superiorite des modeles non lineaires a prevoir ce type de chroniques.Download Info
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Bibliographic Info
Paper provided by Universite Aix-Marseille III in its series G.R.E.Q.A.M. with number 99b02.Length: 16 pages
Date of creation: 1999
Date of revision:
Handle: RePEc:fth:aixmeq:99b02
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Postal: G.R.E.Q.A.M., (GROUPE DE RECHERCHE EN ECONOMIE QUANTITATIVE D'AIX MARSEILLE), CENTRE DE VIEILLE CHARITE, 2 RUE DE LA CHARITE, 13002 MARSEILLE.
Phone: 04.91.14.07.70
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Web page: http://www.greqam.fr/
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Related research
Keywords: PREVISIONS ; SERIES TEMPORELLES ; MODELES ECONOMIQUES ; ECONOMETRIE;Find related papers by JEL classification:
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- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
- G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
- Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
- Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade
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