Package: PDRobust
Title: Robust Longitudinal Effects Under Truncation by Death
Version: 0.3.8
Authors@R: c(
    person(
        given = "Huan",
        family = "Wang",
        email = "whhuan42@gmail.com",
        role = c("aut", "cre")
    ),
    person(
        given = "Yilin",
        family = "Zhang",
        role = "aut"
    )
  )
Description: 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>.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.2.0)
Imports: ggplot2, quantreg, rootSolve, stats, utils
Suggests: knitr, ragg, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/Needs/coverage: covr
Config/Needs/website: pkgdown
VignetteBuilder: knitr
LazyData: true
LazyDataCompression: xz
URL: https://github.com/whhuan/PD_Robust,
        https://whhuan.github.io/PD_Robust/
BugReports: https://github.com/whhuan/PD_Robust/issues
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-10-02 13:04:46 UTC; root
Author: Huan Wang [aut, cre], Yilin Zhang [aut]
Maintainer: Huan Wang <whhuan42@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-02 12:51:21 UTC
RemoteUrl: https://github.com/cran/PDRobust
RemoteRef: HEAD
RemoteSha: 804a9867457d7824404df04a1925342dedbeed83