Multidimensionalk-nearest neighbor model based on EEMD for financial time series forecasting

Author:

Zhang Ningning,Lin Aijing,Shang Pengjian

Funder

National Natural Science Foundation of China

Research Fund for the Doctoral Program of Higher Education

Publisher

Elsevier BV

Subject

Condensed Matter Physics,Statistics and Probability

Reference50 articles.

1. Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets, Vol. 39;Deboeck,1994

2. Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models;Swanson;Int. J. Forecast.,1997

3. An artificial neural network garch model for international stock return volatility;Donaldson;J. Empir. Finance,1997

4. Forecasting stock market volatility using (nonlinear) garch models;Franses;J. Forecast.,1996

5. The applications of markov prediction method in stock market;Hao;Friends Sci.,2006

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