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tpc (version 1.0)

tpc-package: Tiered PC Algorithm

Description

Constraint-based causal discovery using the PC algorithm while accounting for a partial node ordering, e.g. 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.

Arguments

Author

Maintainer: Ronja Foraita foraita@leibniz-bips.de (ORCID) [contributor]

Authors:

Other contributors:

  • DFG [funder]

See Also