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asymptotic efficiency 1causal inference 1missing data 1policy learning 1treatment effect estimation 1

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20242026
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stat.ME2025

Longitudinal Causal Inference with Selective Eligibility

Zhichao Jiang, Eli Ben-Michael, D. James Greiner +2

Dropout poses a significant challenge to causal inference in longitudinal studies with time-varying treatments. However, existing research does not simultaneously address dropout a…