Description
Estimating causal effects in the presence of post-treatment confounding using principal stratification. 'PStrata' allows for customized monotonicity assumptions and exclusion restriction assumptions, with automatic full Bayesian inference supported by 'Stan'. The main function to use in this package is PStrata(), which provides posterior estimates of principal causal effects with uncertainty quantification. Visualization tools are also provided for diagnosis and interpretation. See Liu and Li (2023) <doi:10.48550/arXiv.2304.02740> for details.
Downloads
91
Last 30 days
23271st
91
Last 90 days
91
Last year
CRAN Check Status
7
OK
Show all 7 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-macos-arm64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
Check details (7 non-OK)
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-macos-arm64
*
OK
r-oldrel-macos-arm64
*
OK
r-oldrel-macos-x86_64
*
OK
r-oldrel-windows-x86_64
*
OK
r-release-macos-arm64
*
OK
r-release-macos-x86_64
*
Check History
OK 7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
Dependency Network
Version History
new
0.1.0
Mar 9, 2026