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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>).
Getting started
Browse package contents
Package details |
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| 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> |
| License | MIT + file LICENSE |
| Version | 1.3.3 |
| URL | https://integrated-inferences.github.io/CausalQueries/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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