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.
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 |
Documentation:
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