causalDisco

Tools for Causal Discovery on Observational Data

CRAN Package

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.

  • Version0.9.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release05/12/2022

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  • Imports6 packages