Preprint
Jul 2026
Emputation: Identification-Guided Neural Imputation Framework
It is shown that the population minimizer of the emputation risk recovers the target extrapolation distribution under a broad class of identification assumptions, including several missing-not-at-random assumptions.
Yanjiao Yang, Yikun Zhang, Xinwei Shen et al.
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