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
Show author detailsRolesAuthorAvidit Acharya
Show author detailsRolesAuthorMaya Sen
Show author detailsRolesAuthorJacob Brown
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 241 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 3,327 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jul 21, 2024 with 138 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
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Dependencies
- Imports6 packages
- Suggests12 packages