macc

Mediation Analysis of Causality under Confounding

CRAN Package

Performs causal mediation analysis under confounding or correlated errors. This package includes a single level mediation model, a two-level mediation model, and a three-level mediation model for data with hierarchical structures. Under the two/three-level mediation model, the correlation parameter is identifiable and is estimated based on a hierarchical-likelihood, a marginal-likelihood or a two-stage method. See Zhao, Y., & Luo, X. (2014), Estimating Mediation Effects under Correlated Errors with an Application to fMRI, doi:10.48550/arXiv.1410.7217 for details.


Team


Insights

Last 30 days

This package has been downloaded 137 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
3 downloadsMar 13, 2025
2 downloadsMar 14, 2025
7 downloadsMar 15, 2025
2 downloadsMar 16, 2025
1 downloadsMar 17, 2025
3 downloadsMar 18, 2025
6 downloadsMar 19, 2025
8 downloadsMar 20, 2025
12 downloadsMar 21, 2025
4 downloadsMar 22, 2025
5 downloadsMar 23, 2025
4 downloadsMar 24, 2025
3 downloadsMar 25, 2025
2 downloadsMar 26, 2025
3 downloadsMar 27, 2025
11 downloadsMar 28, 2025
1 downloadsMar 29, 2025
5 downloadsMar 30, 2025
1 downloadsMar 31, 2025
3 downloadsApr 1, 2025
8 downloadsApr 2, 2025
3 downloadsApr 3, 2025
2 downloadsApr 4, 2025
3 downloadsApr 5, 2025
4 downloadsApr 6, 2025
7 downloadsApr 7, 2025
10 downloadsApr 8, 2025
5 downloadsApr 9, 2025
0 downloadsApr 10, 2025
9 downloadsApr 11, 2025
0 downloadsApr 12, 2025
0
12

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 1,803 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 Sep 11, 2024 with 25 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

  • Depends5 packages