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SID (version 1.1)

Structural Intervention Distance

Description

The code computes the structural intervention distance (SID) between a true directed acyclic graph (DAG) and an estimated DAG. Definition and details about the implementation can be found in J. Peters and P. Bühlmann: "Structural intervention distance (SID) for evaluating causal graphs", Neural Computation 27, pages 771-799, 2015 .

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Install

install.packages('SID')

Monthly Downloads

278

Version

1.1

License

FreeBSD

Issues

0

Pull Requests

0

Stars

2

Forks

0

Maintainer

Fred Gruber

Last Published

December 6th, 2023

Functions in SID (1.1)

SID-package

Structural Intervention Distance (SID) (package)
randomDAG

outputs the adjacency matrix of a randomly generated directed acyclic graph (DAG).
computePathMatrix2

auxiliary file for SID: computes a path matrix efficiently (can probably be made faster)
computePathMatrix

auxiliary file for SID: computes a path matrix efficiently (can probably be made faster)
hammingDist

Hamming Distance
structIntervDist

Structural Intervention Distance (SID)