CIMTx

Causal Inference for Multiple Treatments with a Binary Outcome

CRAN Package

Different methods to conduct causal inference for multiple treatments with a binary outcome, including regression adjustment, vector matching, Bayesian additive regression trees, targeted maximum likelihood and inverse probability of treatment weighting using different generalized propensity score models such as multinomial logistic regression, generalized boosted models and super learner. For more details, see the paper by Hu et al. doi:10.1177/0962280220921909.

  • Version1.2.0
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release06/24/2022

Team


Insights

Last 30 days

This package has been downloaded 248 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 5 times.

Sun
Mon
Tue
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Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
2 downloadsMar 6, 2025
9 downloadsMar 7, 2025
8 downloadsMar 8, 2025
2 downloadsMar 9, 2025
4 downloadsMar 10, 2025
13 downloadsMar 11, 2025
13 downloadsMar 12, 2025
9 downloadsMar 13, 2025
3 downloadsMar 14, 2025
15 downloadsMar 15, 2025
8 downloadsMar 16, 2025
4 downloadsMar 17, 2025
15 downloadsMar 18, 2025
15 downloadsMar 19, 2025
15 downloadsMar 20, 2025
8 downloadsMar 21, 2025
4 downloadsMar 22, 2025
17 downloadsMar 23, 2025
13 downloadsMar 24, 2025
4 downloadsMar 25, 2025
5 downloadsMar 26, 2025
2 downloadsMar 27, 2025
19 downloadsMar 28, 2025
7 downloadsMar 29, 2025
5 downloadsMar 30, 2025
2 downloadsMar 31, 2025
10 downloadsApr 1, 2025
8 downloadsApr 2, 2025
4 downloadsApr 3, 2025
5 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
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 3,407 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 37 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

  • Imports18 packages