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A comparison between neural networks and chaotic models for exchange rate prediction · Study

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ArticleA comparison between neural networks and chaotic models for exchange rate prediction

Francesco Lisi1999

Article1999

A comparison between neural networks and chaotic models for exchange rate prediction

Francesco Lisi · Rosa A. Schiavo

87 citations·0/0 files stored·Computational Statistics & Data Analysis

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Forecasting Techniques and Applications Financial Markets and Investment Strategies Stock Market Forecasting Methods

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References

1965The Behavior of Stock-Market Prices 1983Empirical exchange rate models of the seventies 2000Forecasting Economic Time Series 1991Chaos and Nonlinear Dynamics: Application to Financial Markets 1979Forecasting Economic Time Series 1989Testing for Nonlinear Dependence in Daily Foreign Exchange Rates 1992Forecasting the behavior of multivariate time series using neural networks 1990Nonparametric exchange rate prediction?

Cited by

2005Forecasting nonlinear time series with feed-forward neural networks: a case study of Canadian lynx data 2009Exchange rate forecasting using a combined parametric and nonparametric self-organising modelling approach 2009Application of SVR with improved ant colony optimization algorithms in exchange rate forecasting 2008Testing Forecast Accuracy of Foreign Exchange Rates: Predictions from Feed Forward and Various Recurrent Neural Network Architectures 2005Forecasting exchange rate using support vector machines

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1992Multivariate nearest-neighbour forecasts of ems exchange ratesarticle · 6 shared references 2008Testing Forecast Accuracy of Foreign Exchange Rates: Predictions from Feed Forward and Various Recurrent Neural Network Architecturesarticle · 6 shared references 2002Nearest-Neighbour Predictions in Foreign Exchange Marketspreprint · 6 shared references 1998Neural network forecasting of the British Pound/US Dollar exchange ratearticle · 5 shared references 1993Implications of Nonlinear Dynamics for Financial Risk Managementarticle · 5 shared references 1999A Cross‐Validation Analysis of Neural Network Out‐of‐Sample Performance in Exchange Rate Forecastingarticle · 5 shared references

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Year1999

Typearticle

Published1999-03-01

VenueComputational Statistics & Data Analysis

ISSN-L0167-9473

Languageen

Citations87

Files0 public / 0

ShelfForecasting Techniques and Applications

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doi10.1016/s0167-9473(98)00067-x

openalex_workW1964796919

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