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 <doi:10.1162/NECO_a_00708>.

Package details

AuthorFred Gruber [cre], Jonas Peters [aut]
MaintainerFred Gruber <fgruber@gmail.com>
LicenseFreeBSD
Version1.1
URL https://github.com/fkgruber/SID_cran
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SID")

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SID documentation built on June 22, 2024, 11:34 a.m.