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Non-Linear Modelling of High Frequency Financial Time Series Book

Non-Linear Modelling of High Frequency Financial Time Series
Non-Linear Modelling of High Frequency Financial Time Series, Nonlinear Modelling of High Frequency Financial Time Series Edited by Christian Dunis and Bin Zhou In the competitive and risky environment of today's financial markets, daily prices and models based upon low frequency price series data do not provide the, Non-Linear Modelling of High Frequency Financial Time Series has a rating of 3 stars
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Non-Linear Modelling of High Frequency Financial Time Series, Nonlinear Modelling of High Frequency Financial Time Series Edited by Christian Dunis and Bin Zhou In the competitive and risky environment of today's financial markets, daily prices and models based upon low frequency price series data do not provide the, Non-Linear Modelling of High Frequency Financial Time Series
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  • Non-Linear Modelling of High Frequency Financial Time Series
  • Written by author Christian Dunis
  • Published by Wiley, John & Sons, Incorporated, October 1998
  • Nonlinear Modelling of High Frequency Financial Time Series Edited by Christian Dunis and Bin Zhou In the competitive and risky environment of today's financial markets, daily prices and models based upon low frequency price series data do not provide the
  • Nonlinear Modelling of High Frequency Financial Time Series Edited by Christian Dunis and Bin Zhou In the competitive and risky environment of today's financial markets, daily prices and models based upon low frequency price series data do not provide the
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Series Preface
Preface
Pt. IHigh Frequency Models in Finance: Motivations and Theoretical Issues1
1Modelling with High Frequency Data: A Growing Interest for Financial Economists and Fund Managers3
2High Frequency Foreign Exchange Rates: Price Behavior Analysis and 'True Price' Models23
Pt. IIDetecting Nonlinearities in High Frequency Data: Empirical Tests and Modelling Implications49
3Testing Linearity with Information-Theoretic Statistics and the Bootstrap51
4Testing for Linearity: A Frequency Domain Approach69
5Stochastic or Chaotic Dynamics in High Frequency Financial Data87
6F-consistency, De-volatilization and Normalization of High Frequency Financial Data109
Pt. IIIParametric Models for Nonlinear Financial Time Series125
7High Frequency Financial Time Series Data: Some Stylized Facts and Models of Stochastic Volatility127
8Modelling Short-term Volatility with GARCH and HARCH Models161
9High Frequency Switching Regimes: A Continuous-time Threshold Process177
10Modelling Burst Phenomena: Bilinear and Autoregressive Exponential Models201
Pt. IVNon-parametric Models for Nonlinear Financial Time Series223
11Application of Neural Networks to Forecast High Frequency Data: Foreign Exchange225
12An Application of Genetic Algorithms to High Frequency Trading Models: A Case Study247
13High Frequency Exchange Rate Forecasting by the Nearest Neighbours Method279
Index293


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Non-Linear Modelling of High Frequency Financial Time Series, Nonlinear Modelling of High Frequency Financial Time Series Edited by Christian Dunis and Bin Zhou In the competitive and risky environment of today's financial markets, daily prices and models based upon low frequency price series data do not provide the, Non-Linear Modelling of High Frequency Financial Time Series

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