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stat.ME2025
Easy-to-Implement Two-Way Effect Decomposition for Any Outcome Variable with Endogenous Mediator
Bora Kim, Myoung-jae Lee
Given a binary treatment D and a binary mediator M, mediation analysis decomposes the total effect of D on an outcome Y into the direct and indirect effects. Typically, both D and…
stat.ME2025
Finding network effect of randomized treatment under weak assumptions for any outcome and any effect heterogeneity
Myoung-jae Lee
In estimating the effects of a treatment/policy with a network, an unit is subject to two types of treatment: one is the direct treatment on the unit itself, and the other is the i…