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SID: Structural Intervention Distance

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 <doi:10.1162/NECO_a_00708>.

Version: 1.1
Imports: pcalg, igraph, RBGL, Matrix, methods
Published: 2023-12-06
DOI: 10.32614/CRAN.package.SID
Author: Fred Gruber [cre], Jonas Peters [aut]
Maintainer: Fred Gruber <fgruber at gmail.com>
License: FreeBSD
URL: https://github.com/fkgruber/SID_cran
NeedsCompilation: no
CRAN checks: SID results

Documentation:

Reference manual: SID.pdf

Downloads:

Package source: SID_1.1.tar.gz
Windows binaries: r-devel: SID_1.1.zip, r-release: SID_1.1.zip, r-oldrel: SID_1.1.zip
macOS binaries: r-release (arm64): SID_1.1.tgz, r-oldrel (arm64): SID_1.1.tgz, r-release (x86_64): SID_1.1.tgz, r-oldrel (x86_64): SID_1.1.tgz
Old sources: SID archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SID to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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