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stat.ME2014
Estimating Net Effects of Treatments in Treatment Sequence without the Assumption of Strongly Ignorable Treatment Assignment
Li Yin, Xiaoqin Wang
In sequential causal inference, one estimates the causal net effect of treatment in treatment sequence on an outcome after last treatment in the presence of time-dependent covariat…
stat.ME2014
Parametric Sequential Causal Inference in Point Parametrization
Li Yin, Xiaoqin Wang
Suppose that a sequence of treatments are assigned to influence an outcome of interest that occurs after the last treatment. Between treatments there exist time-dependent covariate…