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The 10 Reasons Most Machine Learning Funds Fail - Sample

Marcos López de Prado

The Journal of Portfolio Management Special Issue Dedicated to Stephen A. Ross 2018, 44 (6) 120-133; DOI: https://doi.org/10.3905/jpm.2018.44.6.120

     Abstract

The rate of failure in quantitative finance is high, particularly in financial machine learning applications. The few managers who succeed amass a large amount of assets and deliver consistently exceptional performance to their investors. However, that is a rare outcome, for reasons that the author explains in this article. In the author's experience, 10 critical mistakes underline those failures.

TOPIC: Big data/machine learning

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