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Why Has Factor Investing Failed?: The Role of Specification Errors

Marcos López de Prado, Vincent Zoonekynd·2024

A 2024 paper by de Prado and Zoonekynd on factor investing in equities, using a linear factor model: the abstract does not mention a benchmark, an out-of-sample test, transaction costs, multiple testing or the size of the universe.

“We prove that specification errors can cause factor strategies to underperform and potentially yield systematic losses, even if all risk premia remain constant and are estimated with the correct sign.”

AssetEquities
StrategyFactor investing
TechniqueLinear factor modelmathematical derivation

Missing from abstract: benchmark, out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodFactor investing by year
■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets200020052010152015131620201626This paper2024322026■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets2000200520101520151316202026This paper2024
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