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).
- Version1.3.0
- R versionR (≥ 3.5.0)
- LicenseMIT
- LicenseLICENSE
- Needs compilation?Yes
- Humphreys and Jacobs, 2023, Integrated Inferences
- Pearl, 2009 Causality
- Last release12/14/2024
Documentation
Team
Till Tietz
MaintainerShow author detailsLily Medina
Alan Jacobs
Show author detailsRolesAuthorJulio Solis
Show author detailsRolesContributorClara Bicalho
Show author detailsRolesContributorGeorgiy Syunyaev
Merlin Heidemanns
Show author detailsRolesContributorJasper Cooper
Show author detailsRolesContributorMacartan Humphreys
Show author detailsRolesAuthor
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Dependencies
- Imports12 packages
- Suggests8 packages
- Linking To6 packages