Sequence classification of the limit order book using recurrent neural networks

Author:

Dixon Matthew

Publisher

Elsevier BV

Subject

Modelling and Simulation,General Computer Science,Theoretical Computer Science

Reference37 articles.

1. TensorFlow: a system for large-scale machine learning;Abadi;Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation, OSDI’16,2016

2. The “make or take” decision in an electronic market: evidence on the evolution of liquidity;Bloomfield;J. Financ. Econ.,2005

3. Statistical modeling: the two cultures (with comments and a rejoinder by the author);Breiman;Stat. Sci.,2001

4. The information content of an open limit order book;Cao;J. Futures Mark.,2009

5. A one-level limit order book model with memory and variable spread;Chavez-Casillas;Stoch. Process. Appl.,2017

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