DirectEffects

Estimating Controlled Direct Effects for Explaining Causal Findings

CRAN Package

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.


Documentation


Team


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.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
0 downloadsFeb 14, 2025
9 downloadsFeb 15, 2025
10 downloadsFeb 16, 2025
8 downloadsFeb 17, 2025
11 downloadsFeb 18, 2025
15 downloadsFeb 19, 2025
19 downloadsFeb 20, 2025
14 downloadsFeb 21, 2025
5 downloadsFeb 22, 2025
5 downloadsFeb 23, 2025
6 downloadsFeb 24, 2025
7 downloadsFeb 25, 2025
11 downloadsFeb 26, 2025
7 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
6 downloadsMar 1, 2025
5 downloadsMar 2, 2025
8 downloadsMar 3, 2025
10 downloadsMar 4, 2025
13 downloadsMar 5, 2025
6 downloadsMar 6, 2025
6 downloadsMar 7, 2025
1 downloadsMar 8, 2025
2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
13 downloadsMar 11, 2025
7 downloadsMar 12, 2025
4 downloadsMar 13, 2025
5 downloadsMar 14, 2025
15 downloadsMar 15, 2025
3 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
1
19

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


Binaries


Dependencies

  • Imports6 packages
  • Suggests12 packages