Fixed-effects models yield consistent and asymptotically normal estimators for nonparametrically defined marginal treatment effects in longitudinal cluster randomized trials under correct treatment effect specification but arbitrary misspecification of other components.
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stat.ME 2years
2026 2verdicts
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Emulating stepped-wedge cluster randomized trials in the target trial emulation framework provides a conceptual structure for evaluating health policies with staggered adoption in observational and quasi-experimental studies.
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Fixed-Effects Models for Causal Inference in Longitudinal Cluster Randomized and Quasi-Experimental Trials
Fixed-effects models yield consistent and asymptotically normal estimators for nonparametrically defined marginal treatment effects in longitudinal cluster randomized trials under correct treatment effect specification but arbitrary misspecification of other components.
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Emulating Stepped-Wedge Cluster Randomized Trials to Evaluate Health Policies and Interventions
Emulating stepped-wedge cluster randomized trials in the target trial emulation framework provides a conceptual structure for evaluating health policies with staggered adoption in observational and quasi-experimental studies.