A two-stage targeted learning estimator provides unbiased, well-covered estimates of the total effect of screening-expansion strategies in cluster randomized trials, where screening is both a mediator and the missingness mechanism.
Hickey, Asiphas Owaraganise, Sabina Ogachi, Norton Sang, Erick M
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A causal framework for evaluating the total effect of strategies aiming to expand screening and to improve outcomes
A two-stage targeted learning estimator provides unbiased, well-covered estimates of the total effect of screening-expansion strategies in cluster randomized trials, where screening is both a mediator and the missingness mechanism.