DirectEffects
Estimating Controlled Direct Effects for Explaining Causal Findings
A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) <doi:10.1097/EDE.0b013e3181b6f4c9> and Acharya, Blackwell, and Sen (2016) <doi:10.1017/S0003055416000216> and the telescope matching estimator described in Blackwell and Strezhnev (2020) <doi:10.1111/rssa.12759>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3 |
2026-04-09 windows/windows R-4.5 | DirectEffects_0.3.zip |
759.8 KiB |