SID: Structural Intervention Distance

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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.

Author
Jonas Peters
Date of publication
2015-03-07 17:35:02
Maintainer
Jonas Peters <jonas.peters@tuebingen.mpg.de>
License
FreeBSD
Version
1.0

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Man pages

computePathMatrix
auxiliary file for SID: computes a path matrix efficiently...
computePathMatrix2
auxiliary file for SID: computes a path matrix efficiently...
hammingDist
Hamming Distance
randomDAG
outputs the adjacency matrix of a randomly generated directed...
SID-package
Structural Intervention Distance (SID) (package)
structIntervDist
Structural Intervention Distance (SID)

Files in this package

SID
SID/NAMESPACE
SID/R
SID/R/computeCausOrder.R
SID/R/allDagsIntern.R
SID/R/computePathMatrix2.R
SID/R/dag2cpdagAdj.R
SID/R/randomDAG.R
SID/R/computePathMatrix.R
SID/R/allDagsJonas.R
SID/R/dSepAdji.R
SID/R/SID-internal.R
SID/R/structIntervDist.R
SID/R/hammingDist.R
SID/MD5
SID/DESCRIPTION
SID/man
SID/man/structIntervDist.Rd
SID/man/computePathMatrix2.Rd
SID/man/computePathMatrix.Rd
SID/man/randomDAG.Rd
SID/man/SID-package.Rd
SID/man/hammingDist.Rd