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Locally Robust Inference with Outcomes Predicted by Machine Learning

Escanciano, Juan Carlos et al.
arXiv (All) · Papers
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econometrics
Many parameters of interest in economics depend on outcomes generated by machine learning (ML).These generated outcomes are subsequently used in standard econometric estimation and typically treated as observed, a practice that threatens the validity of downstream inference. Empirically relevant cas
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