SID-package {SID}

Structural Intervention Distance (SID) (package)

Description

The package allows to compute the structural intervention distance (SID) between two graphs. This (pre-)metric evaluates graphs from a causal inference point of view. The package also contains a function for computing the Hamming distance and to generate random DAGs.

Details

Package:	SID
Type:	Package
Version:	1.0
Date:	2015-03-07
License:	FreeBSD

Computing the Structural Intervention Distance. The algorithm can be called with structIntervDist.

Author(s)

Jonas Peters <[e-mail]>

References

J. Peters, P. B\"uhlmann: Structural intervention distance (SID) for evaluating causal graphs, Neural Computation 27, pages 771-799, 2015

See Also

randomDAG structIntervDist hammingDist