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. B├╝hlmann: "Structural intervention distance (SID) for evaluating causal graphs", Neural Computation 27, pages 771-799, 2015.

Version: 1.0
Imports: pcalg, igraph, RBGL, Matrix
Published: 2015-03-07
Author: Jonas Peters
Maintainer: Jonas Peters <jonas.peters at tuebingen.mpg.de>
License: FreeBSD
NeedsCompilation: no
CRAN checks: SID results

Downloads:

Reference manual: SID.pdf
Package source: SID_1.0.tar.gz
Windows binaries: r-devel: SID_1.0.zip, r-release: SID_1.0.zip, r-oldrel: SID_1.0.zip
OS X El Capitan binaries: r-release: not available
OS X Mavericks binaries: r-oldrel: SID_1.0.tgz

Linking:

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