Alec McClean

Longitudinal weighted and trimmed treatment effects with flip interventions

Weighting and trimming are popular methods for addressing positivity violations in causal inference. While well-studied with single-timepoint data, standard methods do not easily generalize to longitudinal data and remain vulnerable to time-varying positivity violations. We exten...