Package: dosearch
Type: Package
Version: 1.0.8
Title: Causal Effect Identification from Multiple Incomplete Data
        Sources
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 et al. (2021) <doi:10.18637/jss.v099.i05>. Allows for the presence of mechanisms related to selection bias (Bareinboim, E. and Tian, J. (2015) <http://ftp.cs.ucla.edu/pub/stat_ser/r445.pdf>), transportability (Bareinboim, E. and Pearl, J. (2014) <http://ftp.cs.ucla.edu/pub/stat_ser/r443.pdf>), missing data (Mohan, K. and Pearl, J. and Tian., J. (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 (>= 2)
Imports: Rcpp (>= 0.12.19)
Suggests: dagitty, DOT, igraph
LinkingTo: Rcpp
SystemRequirements: C++11
NeedsCompilation: yes
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>
Packaged: 2021-08-19 12:45:12 UTC; Santtu
Repository: CRAN
Date/Publication: 2021-08-19 16:40:02 UTC
Built: R 4.1.3; x86_64-w64-mingw32; 2023-04-17 13:32:23 UTC; windows
Archs: i386, x64
