Market-Making in Crypto Perpetual Contracts using Random Forest for Price Direction Prediction

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Keywords	Machine Learning, Cryptocurrency, Market Making, High-Frequency Trading, Limit Order Books, Random Forest, Ethereum Perpetual Contracts
Thesis Advisor	Pierris, Georgios, Priante, Anna
Persistent URL	hdl.handle.net/2105/78998
Series	Business Information Management
Organisation	Rotterdam School of Management
Citation APA APA Style APA-ALL Style AAA Style Cell Style Chicago Style Harvard Style IEEE Style MLA Style Nature Style Vancouver Style American-Institute-of-Physics Style Council-of-Science-Editors Style BibTex Format Endnote Format RIS Format CSL Format DOIs only Format	Socol, Codrin. (2025). Market-Making in Crypto Perpetual Contracts using Random Forest for Price Direction Prediction. In Business Information Management.http://hdl.handle.net/2105/78998

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