Forecasting and Hedging in the Foreign Exchange Markets

The growing complexity of many real world problems is one of the biggest challenges of our time. The area of international finance is one prominent example where decision making is often fraud to mistakes, and tasks such as forecasting, trading and hedging exchange rates seem to be too difficult to...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ullrich, Christian (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Lecture Notes in Economics and Mathematical Systems, 623
Temas:
Macroeconomics.
Artificial intelligence.
Social sciences > Mathematics.
Finance.
Business information services.
Macroeconomics and Monetary Economics.
Artificial Intelligence.
Mathematics in Business, Economics and Finance.
Financial Economics.
IT in Business.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Motivation
  • Analytical Outlook
  • Foreign Exchange Market Predictability
  • Equilibrium Relationships
  • Market Efficiency Concepts
  • Views from Complexity Theory
  • Conclusions
  • Exchange Rate Forecasting with Support Vector Machines
  • Statistical Analysis of Daily Exchange Rate Data.
  • Support Vector Classification
  • Description of Empirical Study and Results
  • Exchange Rate Hedging in a Simulation/Optimization Framework
  • Preferences over Probability Distributions
  • Problem Statement and Computational Complexity
  • Model Implementation
  • Simulation/Optimization Experiments
  • Contributions of the Dissertation
  • Exchange Rate Forecasting with Support Vector Machines
  • References
  • Exchange Rate Hedging in a Simulation/Optimization Framework.

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