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.

Install the latest version of this package by entering the following in R:
install.packages("SID")
AuthorJonas Peters
Date of publication2015-03-07 17:35:02
MaintainerJonas Peters <jonas.peters@tuebingen.mpg.de>
LicenseFreeBSD
Version1.0

View on CRAN

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.