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.
- Version0.3
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release10/04/2024
Documentation
Team
Matthew Blackwell
Anton Strezhnev
Show author detailsRolesAuthorShiro Kuriwaki
Avidit Acharya
Show author detailsRolesAuthorMaya Sen
Show author detailsRolesAuthorJacob Brown
Show author detailsRolesAuthor
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Dependencies
- Imports6 packages
- Suggests12 packages