Skip to content

AIPW

Augmented Inverse Probability Weighting

v0.6.9.2 · Apr 5, 2025 · GPL-3

Description

The 'AIPW' package implements the augmented inverse probability weighting, a doubly robust estimator, for average causal effect estimation with user-defined stacked machine learning algorithms. To cite the 'AIPW' package, please use: "Yongqi Zhong, Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi (2021). AIPW: An R Package for Augmented Inverse Probability Weighted Estimation of Average Causal Effects. American Journal of Epidemiology. <doi:10.1093/aje/kwab207>". Visit: <https://yqzhong7.github.io/AIPW/> for more information.

Downloads

596

Last 30 days

6688th

1.8K

Last 90 days

9.1K

Last year

Trend: -3.4% (30d vs prior 30d)

CRAN Check Status

14 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 OK
r-devel-linux-x86_64-fedora-gcc OK
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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 12, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 11, 2026
ERROR r-devel-linux-x86_64-fedora-gcc

loading without being on the library search path

Error: package or namespace load failed for ‘AIPW’:
 .onLoad failed in loadNamespace() for 'progressr', details:
  call: basename(pwd)
  error: a character vector argument expected
Execution halted
shell-init: error retrieving current directory: getcwd: cannot access parent directories: No such file or directory

It looks like this package has a loading problem when not on .libPaths:
see the messages for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies R6 SuperLearner ggplot2 future.apply progressr Rsolnp RobinCar AIPW

Version History

new 0.6.9.2 Mar 10, 2026
updated 0.6.9.2 ← 0.6.3.2 diff Apr 4, 2025
new 0.6.3.2 Jun 10, 2021