CRAN/E | causalDisco

causalDisco

Tools for Causal Discovery on Observational Data

Installation

About

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.

github.com/annennenne/causalDisco
Bug report File report

Key Metrics

Version 0.9.1
R ≥ 3.5.0
Published 2022-05-12 715 days ago
Needs compilation? no
License GPL-2
CRAN checks causalDisco results

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Maintainer

Maintainer

Anne Helby Petersen

ahpe@sund.ku.dk

Authors

Anne Helby Petersen

aut / cre

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0

Imports

pcalg
igraph
RColorBrewer
gtools
clipr
methods
scales