This 2000 volume reviews non-linear time series models, and their applications to financial markets.
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An accessible guide to one of the fastest growing areas in financial analysis by one of Europes's leading teaching and researching teams, first published in 2000. This classroom-tested advanced undergraduate and graduate textbook provides an in-depth treatment of non-linear models, including regime-switching and artificial neural networks.
1. Introduction; 2. Some concepts in time series analysis; 3. Regime-switching models for returns; 4. Regime-switching models for volatility; 5. Artificial neural networks for returns; 6. Conclusion.
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