A two-stage doubly robust estimator for causal excursion effects in micro-randomized trials keeps consistency when either the missingness model or the outcome regression is correctly specified.
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Doubly Robust Estimation of Causal Excursion Effects in Micro-Randomized Trials with Missing Longitudinal Outcomes
A two-stage doubly robust estimator for causal excursion effects in micro-randomized trials keeps consistency when either the missingness model or the outcome regression is correctly specified.