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>.
| Version: | 1.1 |
| Imports: | pcalg, igraph, RBGL, Matrix, methods |
| Published: | 2023-12-06 |
| DOI: | 10.32614/CRAN.package.SID |
| Author: | Fred Gruber [cre], Jonas Peters [aut] |
| Maintainer: | Fred Gruber <fgruber at gmail.com> |
| License: | FreeBSD |
| URL: | https://github.com/fkgruber/SID_cran |
| NeedsCompilation: | no |
| CRAN checks: | SID results |
| Reference manual: | SID.pdf |
| Package source: | SID_1.1.tar.gz |
| Windows binaries: | r-devel: SID_1.1.zip, r-release: SID_1.1.zip, r-oldrel: SID_1.1.zip |
| macOS binaries: | r-release (arm64): SID_1.1.tgz, r-oldrel (arm64): SID_1.1.tgz, r-release (x86_64): SID_1.1.tgz, r-oldrel (x86_64): SID_1.1.tgz |
| Old sources: | SID archive |
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