Make, Update, and Query Binary Causal Models [R package CausalQueries version 1.4.3]

CausalQueries: Make, Update, and Query Binary Causal Models

Users can declare causal models over binary nodes, update beliefs about causal types given data, and calculate arbitrary queries. Updating is implemented in 'stan'. See Humphreys and Jacobs, 2023, Integrated Inferences (<doi:10.1017/9781316718636>) and Pearl, 2009 Causality (<doi:10.1017/CBO9780511803161>).

Version: 1.4.3

Depends: methods, R (≥ 4.2.0)

Imports: dplyr, 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), latex2exp (≥ 0.9.4), knitr (≥ 1.45), ggplot2 (≥ 3.3.5), lifecycle (≥ 1.0.1), ggraph (≥ 2.2.0), Rcpp (≥ 0.12.0)

LinkingTo: Rcpp (≥ 0.12.0), BH (≥ 1.66.0), RcppArmadillo, RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0)

Suggests: testthat, rmarkdown, DeclareDesign, fabricatr, estimatr, bayesplot, covr, curl

Published: 2025年07月22日

DOI: 10.32614/CRAN.package.CausalQueries

Author: Clara Bicalho [ctb], Jasper Cooper [ctb], Macartan Humphreys ORCID iD [aut], Till Tietz ORCID iD [aut, cre], Alan Jacobs [aut], Merlin Heidemanns [ctb], Lily Medina ORCID iD [aut], Julio Solis [ctb], Georgiy Syunyaev ORCID iD [aut]

Maintainer: Till Tietz <ttietz2014 at gmail.com>

BugReports: https://github.com/integrated-inferences/CausalQueries/issues

License: MIT + file LICENSE

URL: https://integrated-inferences.github.io/CausalQueries/

NeedsCompilation: yes

SystemRequirements: GNU make

Materials: README, NEWS

In views: CausalInference

CRAN checks: CausalQueries results