PSPI

Propensity Score Predictive Inference for Generalizability

v1.2 · Dec 1, 2025 · GPL-2

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.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	128s
r-devel-linux-x86_64-debian-gcc	OK	96.1s
r-devel-linux-x86_64-fedora-clang	OK	182.9s
r-devel-linux-x86_64-fedora-gcc	OK	212s
r-devel-windows-x86_64	OK	162s
r-oldrel-macos-arm64	OK	28s
r-oldrel-macos-x86_64	OK	131s
r-oldrel-windows-x86_64	OK	202s
r-patched-linux-x86_64	OK	127.3s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	29s
r-release-macos-x86_64	OK	115s
r-release-windows-x86_64	OK	162s

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.1Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/PSPI.Rcheck/00install.out' for details.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.1Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

NOTE 8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

compiled code

File ‘PSPI/libs/PSPI.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

NOTE r-devel-windows-x86_64

compiled code

File 'PSPI/libs/x64/PSPI.dll':
  Found non-API call to R: 'R_UnboundValue'

Compiled code should not call non-API entry points in R.

See 'Writing portable packages' in the 'Writing R Extensions' manual,
and section 'Moving into C API compliance' for issues with the use of
non-API entry points.

NOTE r-patched-linux-x86_64

compiled code

File ‘PSPI/libs/PSPI.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.1Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

ERROR 7 OK · 6 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

compiled code

File ‘PSPI/libs/PSPI.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

ERROR r-devel-linux-x86_64-debian-gcc

whether package can be installed

Installation failed.
See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/PSPI.Rcheck/00install.out’ for details.

NOTE r-devel-windows-x86_64

compiled code

File 'PSPI/libs/x64/PSPI.dll':
  Found non-API call to R: 'R_UnboundValue'

Compiled code should not call non-API entry points in R.

See 'Writing portable packages' in the 'Writing R Extensions' manual,
and section 'Moving into C API compliance' for issues with the use of
non-API entry points.

NOTE r-patched-linux-x86_64

compiled code

File ‘PSPI/libs/PSPI.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.1Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.3Mb
  sub-directories of 1Mb or more:
    libs   5.2Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.2Mb
  sub-directories of 1Mb or more:
    libs   5.1Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

Dependency Network

Version History

3 tracked

new 1.2 Mar 10, 2026

updated 1.2 ← 1.1 diff Dec 1, 2025

new 1.1 Nov 30, 2025