PSPI
Propensity Score Predictive Inference for Generalizability
Description
Provides a suite of Propensity Score Predictive Inference (PSPI) methods to generalize treatment effects in trials to target populations. The package includes an existing model Bayesian Causal Forest (BCF) and four PSPI models (BCF-PS, FullBART, SplineBART, DSplineBART). These methods leverage Bayesian Additive Regression Trees (BART) to adjust for high-dimensional covariates and nonlinear associations, while SplineBART and DSplineBART further use propensity score based splines to address covariate shift between trial data and target population.
Downloads
164
Last 30 days
20273rd
164
Last 90 days
164
Last year
CRAN Check Status
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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (16 non-OK)
*
*
*
*
*
*
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 5.3Mb
sub-directories of 1Mb or more:
libs 5.2Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 5.2Mb
sub-directories of 1Mb or more:
libs 5.1Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
*
*
*
*
*
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
installed package size
installed size is 5.3Mb
sub-directories of 1Mb or more:
libs 5.2Mb
installed package size
installed size is 5.2Mb
sub-directories of 1Mb or more:
libs 5.1Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.