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causalDisco: Tools for Causal Discovery on Observational Data
Various tools for inferring causal models from observational data. The package includes an implementation of the temporal Peter-Clark (TPC) algorithm. Petersen, Osler and Ekstrøm (2021) <doi:10.1093/aje/kwab087>. It also includes general tools for evaluating differences in adjacency matrices, which can be used for evaluating performance of causal discovery procedures.
Getting started
Browse package contents
Package details |
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| Author | Anne Helby Petersen [aut], Tobias Ellegaard Larsen [ctb], Claus Thorn Ekstrøm [ctb], Bjarke Hautop Kristensen [ctb, cre] |
| Maintainer | Bjarke Hautop Kristensen <bjarke.kristensen@sund.ku.dk> |
| License | GPL-2 |
| Version | 0.9.5 |
| URL | https://github.com/disco-coders/causalDisco |
| Package repository | View on CRAN |
| Installation |
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