Application of neural networks to an emerging financial market: Forecasting and trading the Taiwan Stock index.
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Publication:1870846
DOI10.1016/S0305-0548(02)00037-0zbMath1046.91056OpenAlexW3125462345MaRDI QIDQ1870846
Mark T. Leung, Hazem Daouk, An-Sing Chen
Publication date: 14 May 2003
Published in: Computers \& Operations Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0305-0548(02)00037-0
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Cites Work
- Unnamed Item
- Large Sample Properties of Generalized Method of Moments Estimators
- A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
- Estimation of a multivariate density
- Common risk factors in the returns on stocks and bonds
- On Estimation of a Probability Density Function and Mode
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