Package: CausalQueries 1.2.1
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>).
Authors:
CausalQueries_1.2.1.tar.gz
CausalQueries_1.2.1.zip(r-4.5)CausalQueries_1.2.1.zip(r-4.4)CausalQueries_1.2.1.zip(r-4.3)
CausalQueries_1.2.1.tgz(r-4.4-x86_64)CausalQueries_1.2.1.tgz(r-4.4-arm64)CausalQueries_1.2.1.tgz(r-4.3-x86_64)CausalQueries_1.2.1.tgz(r-4.3-arm64)
CausalQueries_1.2.1.tar.gz(r-4.5-noble)CausalQueries_1.2.1.tar.gz(r-4.4-noble)
CausalQueries.pdf |CausalQueries.html✨
CausalQueries/json (API)
NEWS
# Install 'CausalQueries' in R: |
install.packages('CausalQueries', repos = c('https://integrated-inferences.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/integrated-inferences/causalqueries/issues
- democracy_data - Development and Democratization: Data for replication of analysis in *Integrated Inferences*
- institutions_data - Institutions and growth: Data for replication of analysis in *Integrated Inferences*
- lipids_data - Lipids: Data for Chickering and Pearl replication
bayescausaldagsmixedmethodsstan
Last updated 14 hours agofrom:0bf386053e. Checks:OK: 2 NOTE: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 06 2024 |
R-4.5-win-x86_64 | NOTE | Nov 06 2024 |
R-4.5-linux-x86_64 | OK | Nov 06 2024 |
R-4.4-win-x86_64 | NOTE | Nov 06 2024 |
R-4.4-mac-x86_64 | NOTE | Nov 06 2024 |
R-4.4-mac-aarch64 | NOTE | Nov 06 2024 |
R-4.3-win-x86_64 | NOTE | Nov 06 2024 |
R-4.3-mac-x86_64 | NOTE | Nov 06 2024 |
R-4.3-mac-aarch64 | NOTE | Nov 06 2024 |
Exports:collapse_datacomplementsdecreasingdraw_causal_typeexpand_dataget_all_data_typesget_event_probabilitiesget_query_typesgrabincreasinginspectinteractsinterpret_typemake_datamake_eventsmake_modelmake_parametersmake_priorsnon_decreasingnon_increasingplot_modelquery_distributionquery_modelrealise_outcomesset_confoundset_parameter_matrixset_parametersset_prior_distributionset_priorsset_restrictionssubstitutesteupdate_model
Dependencies:abindbackportsBHcachemcallrcheckmateclicolorspacecpp11descdirmultdistributionaldplyrevaluatefansifarverfastmapgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtablehighrigraphinlineisobandknitrlabelinglatex2explatticelifecycleloomagrittrMASSMatrixmatrixStatsmemoisemgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigpolyclipposteriorprocessxpspurrrQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelrlangrstanrstantoolsscalesStanHeadersstringistringrsystemfontstensorAtibbletidygraphtidyrtidyselecttweenrutf8vctrsviridisviridisLitewithrxfunyaml
Getting Started
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usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-11-01
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Inspecting posteriors
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usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-09-30
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Plotting models
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usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-09-30
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Through the front door
Rendered fromc-front-door.Rmd
usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-09-30
Started: 2024-09-26