Package: causaldef
Type: Package
Title: Decision-Theoretic Causal Diagnostics via Le Cam Deficiency
Version: 0.2.0
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 Le Cam deficiency theory for causal inference,
        as described in Akdemir (2026) <doi:10.5281/zenodo.18367347>.
        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
Roxygen: list(markdown = 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
Repository: https://denizakdemir.r-universe.dev
Date/Publication: 2026-03-26 14:13:15 UTC
RemoteUrl: https://github.com/denizakdemir/causaldef
RemoteRef: HEAD
RemoteSha: 9973d26f9475e25906a92ea8409f08667a3543ac
NeedsCompilation: no
Packaged: 2026-05-31 07:44:55 UTC; root