pstratreg: Estimate Bounds via Principal Stratification

When studying the causal effect of a treatment on an outcome, post-treatment events may render the outcome undefined. For example, the effect of job training on hourly wage is ill-defined for those who would not be employed without job training. This package estimates average causal effects among those whose outcome would be defined regardless of the intervention, producing a set-identified result. For more details, see Lundberg and Cho (2025) <doi:10.48550/arXiv.2508.14770>.

Version:	1.0.2
Depends:	R (≥ 4.1.0)
Imports:	dplyr, foreach, methods, purrr, stats, tidyr, tidyselect
Published:	2026-11-07
DOI:	10.32614/CRAN.package.pstratreg (may not be active yet)
Author:	Ian Lundberg [aut, cre], Soonhong Cho [aut]
Maintainer:	Ian Lundberg <ianlundberg at ucla.edu>
License:	MIT + file LICENSE
NeedsCompilation:	no
Materials:	README, NEWS
CRAN checks:	pstratreg results

Documentation:

Reference manual:

pstratreg.html , pstratreg.pdf

Downloads:

Package source:	pstratreg_1.0.2.tar.gz
Windows binaries:	r-devel: pstratreg_1.0.2.zip, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): pstratreg_1.0.2.tgz, r-oldrel (arm64): pstratreg_1.0.2.tgz, r-release (x86_64): pstratreg_1.0.2.tgz, r-oldrel (x86_64): pstratreg_1.0.2.tgz

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