Package: R6causal
Type: Package
Title: R6 Class for Structural Causal Models
Version: 0.8.3
Authors@R: person("Juha", "Karvanen", email = "juha.karvanen@iki.fi",
                  role = c("aut", "cre"), comment = c(ORCID = "0000-0001-5530-769X")) 
Maintainer: Juha Karvanen <juha.karvanen@iki.fi>
Description: The implemented R6 class 'SCM' aims to simplify working
        with structural causal models. The missing data mechanism can
        be defined as a part of the structural model. The class
        contains methods for 1) defining a structural causal model via
        functions, text or conditional probability tables, 2) printing
        basic information on the model, 3) plotting the graph for the
        model using packages 'igraph' or 'qgraph', 4) simulating data
        from the model, 5) applying an intervention, 6) checking the
        identifiability of a query using the R packages 'causaleffect'
        and 'dosearch', 7) defining the missing data mechanism, 8)
        simulating incomplete data from the model according to the
        specified missing data mechanism and 9) checking the
        identifiability in a missing data problem using the R package
        'dosearch'. In addition, there are functions for running
        experiments and doing counterfactual inference using
        simulation.
License: AGPL-3
Encoding: UTF-8
RoxygenNote: 7.3.1
Imports: causaleffect, cfid, data.table, dosearch, glue, igraph, R6,
        stats, MASS
Suggests: rmarkdown, knitr, qgraph, sqldf
VignetteBuilder: knitr
NeedsCompilation: no
Collate: 'R6causal-package.R' 'R6causal_utils.R' 'R6causal.R'
        'R6causal_examples.R' 'R6causal_counterfactual.R'
        'R6causal_functions.R' 'R6causal_linear.R'
Packaged: 2026-10-20 11:14:06 UTC; root
Author: Juha Karvanen [aut, cre]
        (<https://orcid.org/0000-0001-5530-769X>)
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://juhakarvanen.r-universe.dev
Date/Publication: 2024-03-15 02:31:13 UTC
RemoteUrl: https://github.com/cran/R6causal
RemoteRef: HEAD
RemoteSha: dd349b53c001f781960a6ba483e6904a89db75e3