Package: dosearch
Title: Causal Effect Identification from Multiple Incomplete Data
        Sources
Version: 1.0.12
Authors@R: c(
    person(given = "Santtu",
           family = "Tikka",
           role = c("aut", "cre"),
           email = "santtuth@gmail.com",
           comment = c(ORCID = "0000-0003-4039-4342")),
    person(given = "Antti",
           family = "Hyttinen",
           role = "ctb",
           comment = c(ORCID = "0000-0002-6649-3229")),
    person(given = "Juha",
           family = "Karvanen",
           role = "ctb",
           comment = c(ORCID = "0000-0001-5530-769X")))
Description: Identification of causal effects from arbitrary
        observational and experimental probability distributions via
        do-calculus and standard probability manipulations using a
        search-based algorithm by Tikka, Hyttinen and Karvanen (2021)
        <doi:10.18637/jss.v099.i05>. Allows for the presence of
        mechanisms related to selection bias (Bareinboim and Tian,
        2015) <doi:10.1609/aaai.v29i1.9679>, transportability
        (Bareinboim and Pearl, 2014)
        <http://ftp.cs.ucla.edu/pub/stat_ser/r443.pdf>, missing data
        (Mohan, Pearl, and Tian, 2013)
        <http://ftp.cs.ucla.edu/pub/stat_ser/r410.pdf>) and arbitrary
        combinations of these. Also supports identification in the
        presence of context-specific independence (CSI) relations
        through labeled directed acyclic graphs (LDAG). For details on
        CSIs see (Corander et al., 2019)
        <doi:10.1016/j.apal.2019.04.004>.
License: GPL (>= 3)
Depends: R (>= 4.0)
Suggests: covr, dagitty, DiagrammeR, DOT, igraph, knitr, mockr,
        rmarkdown, testthat (>= 3.0.0)
Imports: Rcpp
LinkingTo: Rcpp
VignetteBuilder: knitr
BugReports: https://github.com/santikka/dosearch/issues
URL: https://github.com/santikka/dosearch
Encoding: UTF-8
NeedsCompilation: yes
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Config/testthat/edition: 3
LazyData: true
Repository: https://santikka.r-universe.dev
Date/Publication: 2025-09-26 06:30:17 UTC
RemoteUrl: https://github.com/santikka/dosearch
RemoteRef: HEAD
RemoteSha: 8054f2fa28469ba31a3748a023bc0e3d097fdda0
Packaged: 2026-07-13 05:37:37 UTC; root
Author: Santtu Tikka [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-4039-4342>),
  Antti Hyttinen [ctb] (ORCID: <https://orcid.org/0000-0002-6649-3229>),
  Juha Karvanen [ctb] (ORCID: <https://orcid.org/0000-0001-5530-769X>)
Maintainer: Santtu Tikka <santtuth@gmail.com>