Package: causaldef
Type: Package
Title: Decision-Theoretic Causal Diagnostics via Experiment Deficiency
Version: 0.2.1
Authors@R: 
    person(given = "Deniz",
           family = "Akdemir",
           role = c("aut", "cre"),
           email = "deniz.akdemir.work@gmail.com")
Author: Deniz Akdemir [aut, cre]
Maintainer: Deniz Akdemir <deniz.akdemir.work@gmail.com>
Description: Implements a deficiency-theoretic framework for causal inference,
    grounded in the classical theory of statistical experiment comparison,
    as described in Akdemir (2026) <doi:10.5281/zenodo.21877511>. Provides
    theorem-backed bounds together with computable proxy diagnostics for
    information loss from confounding, selection bias, and distributional
    shift. Supports continuous, binary, count, survival, and competing risks
    outcomes. Key features include propensity-score total-variation deficiency
    proxies, negative control diagnostics, policy regret bounds, and
    sensitivity analysis via confounding frontiers.
License: MIT + file LICENSE
URL: https://github.com/denizakdemir/causaldef
BugReports: https://github.com/denizakdemir/causaldef/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
Depends: R (>= 3.6.0)
Imports: checkmate, cli, ggplot2, stats, graphics
Suggests: survival, MatchIt, tmle, SuperLearner, grf, future.apply,
        glue, shiny, plumber, jsonlite, cmprsk, testthat (>= 3.0.0),
        knitr, rmarkdown
Config/testthat/edition: 2
Config/Needs/website: pkgdown
VignetteBuilder: knitr
Language: en-US
NeedsCompilation: no
Packaged: 2026-08-10 18:42:58 UTC; dakdemir
Repository: CRAN
Date/Publication: 2026-08-23 05:10:02 UTC
Built: R 4.5.3; ; 2026-08-30 18:49:51 UTC; windows
