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Computationally and statistically efficient estimation of time-smoothed counterfactual curves

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Longitudinal causal inference is concerned with defining, identifying, and estimating the effect of a time-varying intervention on a time-varying outcome that is indexed by a follow-up time. In an observational study, Robins's generalized g-formula can identi... ...