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.
|Date of publication||2015-03-07 17:35:02|
|Maintainer||Jonas Peters <email@example.com>|
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)