Implements principal-stratification methods for estimating time-specific and pooled heterogeneous treatment effects in longitudinal studies where outcomes may be truncated by death. Supports continuous and binary outcomes, explicit data validation and standardization, and covariate-dependent treatment effects. Fits propensity-score, principal-score, and outcome models and provides subject-level bootstrap inference, covariate-balance diagnostics, principal-stratum summaries, treatment-group-specific survival odds ratios, and outcome-noise sensitivity analysis. Methodological background is provided in <doi:10.48550/arXiv.2608.06654>.
| Version: | 0.3.8 |
| Depends: | R (≥ 4.2.0) |
| Imports: | ggplot2, quantreg, rootSolve, stats, utils |
| Suggests: | knitr, ragg, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-10-02 |
| DOI: | 10.32614/CRAN.package.PDRobust (may not be active yet) |
| Author: | Huan Wang [aut, cre], Yilin Zhang [aut] |
| Maintainer: | Huan Wang <whhuan42 at gmail.com> |
| BugReports: | https://github.com/whhuan/PD_Robust/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/whhuan/PD_Robust, https://whhuan.github.io/PD_Robust/ |
| NeedsCompilation: | no |
| Citation: | PDRobust citation info |
| Materials: | README, NEWS |
| CRAN checks: | PDRobust results |
| Package source: | PDRobust_0.3.8.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: PDRobust_0.3.8.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): PDRobust_0.3.8.tgz, r-oldrel (x86_64): PDRobust_0.3.8.tgz |
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