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Complexity in Factor Pricing Models

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NBER2023-09-01 更新2025-01-04 收录
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We theoretically characterize the behavior of machine learning asset pricing models. We prove that expected out-of-sample model performancein terms of SDF Sharpe ratio and test asset pricing errorsis improving in model parameterization (or complexity). Our empirical findings verify the theoretically

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2023-09-01
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