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Long short-term memory (LSTM) networks are a state-of-the-art technique for sequence learning. They are less commonly applied to financial time series predictions, yet inherently suitable for this domain. We deploy LSTM networks for predicting out-of-sample directional movements for the...
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and algorithmic counterparts of traders that trade based on technical and fundamental analysis, and statistical arbitrage … arbitrage appears to lead to significant deviation from fundamentals. Our results can facilitate market oversight and provide …
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