Package: CausalQueries
Type: Package
Title: Make, Update, and Query Binary Causal Models
Version: 1.1.1
Authors@R: c(person("Clara", "Bicalho", email = "clarabmcorreia@gmail.com", role = c("ctb")),
             person("Jasper", "Cooper", email = "jjc2247@columbia.edu", role = c("ctb")),
             person("Macartan", "Humphreys", email = "macartan@gmail.com", role = c("aut"),
                    comment = c(ORCID = "0000-0001-7029-2326")),
             person("Till", "Tietz", email = "ttietz2014@gmail.com", role = c("aut","cre"),
                    comment = c(ORCID = "0000-0002-2916-9059")),
             person("Alan", "Jacobs", email = "alan.jacobs@ubc.ca", role = c("aut")),
	           person("Merlin", "Heidemanns", email = "mnh2123@columbia.edu ", role = c("ctb")),
             person("Lily", "Medina", email = "lilymiru@gmail.com", role = c("aut"),
                    comment = c(ORCID = "0009-0004-2423-524X")),
             person("Julio", "Solis", email = "juliosolisar@gmail.com", role = c("ctb")),
             person("Georgiy", "Syunyaev", email = "georgiy.syunyaev@vanderbilt.edu", role = c("aut"),
                    comment = c(ORCID = "0000-0002-4391-6313")))
Description: Users can declare binary causal models, update beliefs about causal types given data and calculate arbitrary estimands.  Model definition makes use of 'dagitty' functionality. Updating is implemented in 'stan'. The approach used in 'CausalQueries' is a generalization of the 'biqq' models described in "Mixing Methods: A Bayesian Approach" (Humphreys and Jacobs, 2015, <DOI:10.1017/S0003055415000453>). The conceptual extension makes use of work on probabilistic causal models described in Pearl's Causality (Pearl, 2009, <DOI:10.1017/CBO9780511803161>).
BugReports: https://github.com/integrated-inferences/CausalQueries/issues
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
Depends: dplyr, methods, R (>= 3.4.0), Rcpp (>= 0.12.0)
Imports: dagitty (>= 0.3-1), dirmult (>= 0.1.3-4), stats (>= 4.1.1),
        rlang (>= 0.2.0), rstan (>= 2.26.0), rstantools (>= 2.0.0),
        stringr (>= 1.4.0), ggdag (>= 0.2.4), latex2exp (>= 0.9.4),
        knitr (>= 1.45), ggplot2 (>= 3.3.5), lifecycle (>= 1.0.1)
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppArmadillo, RcppEigen
        (>= 0.3.3.3.0), rstan (>= 2.26.0), StanHeaders (>= 2.26.0)
Suggests: testthat, rmarkdown, DeclareDesign, fabricatr, bayesplot,
        covr
SystemRequirements: GNU make
Biarch: true
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2024-04-25 19:53:16 UTC; tilltietz
Author: Clara Bicalho [ctb],
  Jasper Cooper [ctb],
  Macartan Humphreys [aut] (<https://orcid.org/0000-0001-7029-2326>),
  Till Tietz [aut, cre] (<https://orcid.org/0000-0002-2916-9059>),
  Alan Jacobs [aut],
  Merlin Heidemanns [ctb],
  Lily Medina [aut] (<https://orcid.org/0009-0004-2423-524X>),
  Julio Solis [ctb],
  Georgiy Syunyaev [aut] (<https://orcid.org/0000-0002-4391-6313>)
Maintainer: Till Tietz <ttietz2014@gmail.com>
Repository: CRAN
Date/Publication: 2024-04-26 09:00:07 UTC
Built: R 4.4.0; x86_64-apple-darwin20; 2024-04-26 10:11:59 UTC; unix
Archs: CausalQueries.so.dSYM
