tpc: Tiered PC Algorithm

Constraint-based causal discovery using the PC algorithm while accounting for a partial node ordering, for example a partial temporal ordering when the data were collected in different waves of a cohort study. Andrews RM, Foraita R, Didelez V, Witte J (2021) <arXiv:2108.13395> provide a guide how to use tpc to analyse cohort data.

Package details

AuthorJanine Witte [aut], Ronja Foraita [cre, ctb] (<https://orcid.org/0000-0003-2216-6653>), DFG [fnd]
MaintainerRonja Foraita <foraita@leibniz-bips.de>
LicenseGPL (>= 3)
Version1.0
URL https://github.com/bips-hb/tpc
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tpc")

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tpc documentation built on March 7, 2023, 7:18 p.m.