mediation

Causal Mediation Analysis

CRAN Package

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) doi:10.1214/10-STS321, Imai, Keele and Tingley (2010) doi:10.1037/a0020761, Imai, Tingley and Yamamoto (2013) doi:10.1111/j.1467-985X.2012.01032.x, Imai and Yamamoto (2013) doi:10.1093/pan/mps040 and Yamamoto (2013) http://web.mit.edu/teppei/www/research/IVmediate.pdf. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 15,147 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 422 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
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275 downloadsFeb 15, 2025
277 downloadsFeb 16, 2025
462 downloadsFeb 17, 2025
521 downloadsFeb 18, 2025
553 downloadsFeb 19, 2025
555 downloadsFeb 20, 2025
439 downloadsFeb 21, 2025
259 downloadsFeb 22, 2025
354 downloadsFeb 23, 2025
672 downloadsFeb 24, 2025
699 downloadsFeb 25, 2025
681 downloadsFeb 26, 2025
640 downloadsFeb 27, 2025
444 downloadsFeb 28, 2025
379 downloadsMar 1, 2025
373 downloadsMar 2, 2025
602 downloadsMar 3, 2025
554 downloadsMar 4, 2025
675 downloadsMar 5, 2025
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318 downloadsMar 8, 2025
321 downloadsMar 9, 2025
550 downloadsMar 10, 2025
689 downloadsMar 11, 2025
775 downloadsMar 12, 2025
624 downloadsMar 13, 2025
528 downloadsMar 14, 2025
418 downloadsMar 15, 2025
422 downloadsMar 16, 2025
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259
775

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 145,186 times in the last 365 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. The day with the most downloads was Nov 04, 2024 with 913 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

  • Depends4 packages
  • Imports4 packages
  • Suggests7 packages
  • Reverse Depends1 package
  • Reverse Imports6 packages
  • Reverse Suggests9 packages