Type: Package
Package: causens
Title: Perform Causal Sensitivity Analyses Using Various Statistical
        Methods
Version: 0.0.3
Authors@R: 
    c(person("Larry", "Dong", NULL, "larry.dong@mail.utoronto.ca", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-7775-7798")),
      person("Yushu", "Zou", NULL, "yushu.zou@mail.utoronto.ca", role = c("aut"), comment = c(ORCID = "0009-0004-1133-4724")),
      person("Kuan", "Liu", NULL, "kuan.liu@utoronto.ca", role = c("aut"), comment = c(ORCID = "0000-0002-5017-1276")))
Description: While data from randomized experiments remain the gold standard for causal inference, estimation of causal estimands from observational data is possible through various confounding adjustment methods. However, the challenge of unmeasured confounding remains a concern in causal inference, where failure to account for unmeasured confounders can lead to biased estimates of causal estimands. Sensitivity analysis within the framework of causal inference can help adjust for possible unmeasured confounding. In `causens`, three main methods are implemented: adjustment via sensitivity functions (Brumback, Hernán, Haneuse, and Robins (2004) <doi:10.1002/sim.1657> and Li, Shen, Wu, and Li (2011) <doi:10.1093/aje/kwr096>), Bayesian parametric modelling and Monte Carlo approaches (McCandless, Lawrence C and Gustafson, Paul (2017) <doi:10.1002/sim.7298>).
License: MIT + file LICENSE
URL: https://kuan-liu-lab.github.io/causens/,
        https://github.com/Kuan-Liu-Lab/causens
Suggests: devtools, knitr, pkgdown, PSweight, rjags, rmarkdown,
        roxygen2, testthat (>= 3.0.0), usethis, waldo
Encoding: UTF-8
RoxygenNote: 7.3.2
BugReports: https://github.com/Kuan-Liu-Lab/causens/issues
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2025-06-03 22:00:19 UTC; larryshamalama
Author: Larry Dong [aut, cre] (ORCID: <https://orcid.org/0000-0001-7775-7798>),
  Yushu Zou [aut] (ORCID: <https://orcid.org/0009-0004-1133-4724>),
  Kuan Liu [aut] (ORCID: <https://orcid.org/0000-0002-5017-1276>)
Maintainer: Larry Dong <larry.dong@mail.utoronto.ca>
Repository: CRAN
Date/Publication: 2025-06-05 11:20:06 UTC
Built: R 4.6.0; ; 2026-04-25 17:27:48 UTC; unix
