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This Element introduces machine learning (ML) tools that can help asset managers discover economic and financial theories.
Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potent…