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Book Categories |
List of Contributors | ||
About the Contributors | ||
Series Preface | ||
Preface | ||
Pt. I | High Frequency Models in Finance: Motivations and Theoretical Issues | 1 |
1 | Modelling with High Frequency Data: A Growing Interest for Financial Economists and Fund Managers | 3 |
2 | High Frequency Foreign Exchange Rates: Price Behavior Analysis and 'True Price' Models | 23 |
Pt. II | Detecting Nonlinearities in High Frequency Data: Empirical Tests and Modelling Implications | 49 |
3 | Testing Linearity with Information-Theoretic Statistics and the Bootstrap | 51 |
4 | Testing for Linearity: A Frequency Domain Approach | 69 |
5 | Stochastic or Chaotic Dynamics in High Frequency Financial Data | 87 |
6 | F-consistency, De-volatilization and Normalization of High Frequency Financial Data | 109 |
Pt. III | Parametric Models for Nonlinear Financial Time Series | 125 |
7 | High Frequency Financial Time Series Data: Some Stylized Facts and Models of Stochastic Volatility | 127 |
8 | Modelling Short-term Volatility with GARCH and HARCH Models | 161 |
9 | High Frequency Switching Regimes: A Continuous-time Threshold Process | 177 |
10 | Modelling Burst Phenomena: Bilinear and Autoregressive Exponential Models | 201 |
Pt. IV | Non-parametric Models for Nonlinear Financial Time Series | 223 |
11 | Application of Neural Networks to Forecast High Frequency Data: Foreign Exchange | 225 |
12 | An Application of Genetic Algorithms to High Frequency Trading Models: A Case Study | 247 |
13 | High Frequency Exchange Rate Forecasting by the Nearest Neighbours Method | 279 |
Index | 293 |
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