Skip to content

CIMTx

Causal Inference for Multiple Treatments with a Binary Outcome

v1.2.0 · Jun 24, 2022 · MIT + file LICENSE

Description

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>.

Downloads

348

Last 30 days

11046th

895

Last 90 days

3.4K

Last year

Trend: +16.8% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘magrittr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘magrittr’
  All declared Imports should be used.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘magrittr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘magrittr’
  All declared Imports should be used.

Dependency Network

Dependencies Reverse dependencies nnet BART twang arm (>= 1.2-12) dplyr Matching magrittr (>= 2.0.1) WeightIt tmle tidyr (>= 1.1.4) ggplot2 cowplot mgcv (>= 1.8-38) metR stringr +3 more dependencies CIMTx

Version History

new 1.2.0 Mar 10, 2026
updated 1.2.0 ← 1.1.0 diff Jun 23, 2022
updated 1.1.0 ← 1.0.0 diff Nov 29, 2021
updated 1.0.0 ← 0.3.0 diff Oct 19, 2021
updated 0.3.0 ← 0.2.0 diff Jul 15, 2021
updated 0.2.0 ← 0.1.0 diff Jun 1, 2020
new 0.1.0 Apr 14, 2020