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[D] Trading Strategies Used by Quant Companies

Hello. I’m currently working on a financial machine learning project. I was recently reading a paper titled Statistical Arbitrage Pairs Trading Strategies – Review and Outlook (Krauss, 2017 Journal of Economic Surveys) in order to better understand how pairs trading works and how I would be able to apply machine learning to it. I was a bit disappointed with the lack of detail regarding this section in the paper, but this made me thinking: What kind of actual strategies are companies that use machine learning for pairs trading use?

I know that there’s not a lot of information regarding actual trading strategies utilized by companies and individuals, but this is why I was prompted to make a post here in hopes that anyone who may be knowledgeable on the subject would be kind enough to provide their input.

Are there are well-known machine learning strategies that I should be aware of? No need to mention the specific entity name, the name of the strategy would suffice.

Thanks in advance!

submitted by /u/Seankala
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.