Package: CausalQueries
Type: Package
Title: Make, Update, and Query Binary Causal Models
Version: 0.0.3
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 = "mh2245@columbia.edu", role = c("aut")),
             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" , "cre")),
             person("Julio", "Solis", email = "juliosolisar@gmail.com", role = c("ctb")),
             person("Georgiy", "Syunyaev", email = "gs2716@columbia.edu", role = c("ctb")))
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>).
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
Depends: dplyr, methods, R (>= 3.4.0), Rcpp (>= 0.12.0)
Imports: dagitty, gtools, stats, randomizr, rlang (>= 0.2.0), rstan (>=
        2.18.1), rstantools (>= 2.0.0), stringr
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0),
        rstan (>= 2.18.1), StanHeaders (>= 2.18.0)
Suggests: testthat, rmarkdown, knitr, DeclareDesign, covr
SystemRequirements: GNU make
Biarch: true
NeedsCompilation: yes
Packaged: 2020-05-28 23:07:58 UTC; lilymedina
Author: Clara Bicalho [ctb],
  Jasper Cooper [ctb],
  Macartan Humphreys [aut],
  Alan Jacobs [aut],
  Merlin Heidemanns [ctb],
  Lily Medina [aut, cre],
  Julio Solis [ctb],
  Georgiy Syunyaev [ctb]
Maintainer: Lily Medina <lilymiru@gmail.com>
Repository: CRAN
Date/Publication: 2020-06-03 16:20:09 UTC
Built: R 4.1.0; x86_64-apple-darwin17.0; 2021-02-20 09:37:23 UTC; unix
Archs: CausalQueries.so.dSYM
