A new framework estimates calendar time-specific average treatment effects of bariatric surgery in EHR studies and quantifies the contribution of covariate shift to observed changes via projection onto marginal structural models and standardization analysis.
Sharp instruments for classifying compliers and generalizing causal effects
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A Statistical Framework for Understanding Causal Effects that Vary by Treatment Initiation Time in EHR-based Studies
A new framework estimates calendar time-specific average treatment effects of bariatric surgery in EHR studies and quantifies the contribution of covariate shift to observed changes via projection onto marginal structural models and standardization analysis.