Package: dosearch
Title: Causal Effect Identification from Multiple Incomplete Data
        Sources
Version: 1.0.11
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
RoxygenNote: 7.3.2
Config/testthat/edition: 3
LazyData: true
Packaged: 2024-07-16 06:53:32 UTC; Santtu
Author: Santtu Tikka [aut, cre] (<https://orcid.org/0000-0003-4039-4342>),
  Antti Hyttinen [ctb] (<https://orcid.org/0000-0002-6649-3229>),
  Juha Karvanen [ctb] (<https://orcid.org/0000-0001-5530-769X>)
Maintainer: Santtu Tikka <santtuth@gmail.com>
Repository: CRAN
Date/Publication: 2024-07-16 09:50:02 UTC
Built: R 4.3.3; aarch64-apple-darwin20; 2025-01-24 06:45:41 UTC; unix
Archs: dosearch.so.dSYM
