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SID

Structural Intervention Distance

v1.1 · Dec 6, 2023 · FreeBSD

Description

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>.

Downloads

CRAN

346

Last 30 days

12765th

924

Last 90 days

3.7K

Last year

Trend: +16.1% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

23

Last 90 days

96

Last year

Trend: -100% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

1,087

Files

19

Compiled share

0%

Has compiled src

No

Language breakdown

R 808 (74.3%)Docs 279 (25.7%)

API

Exported functions

5

Internal functions

3

Recent export changes

v1.0+5 structIntervDist, hammingDist, randomDAG +2 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

FreeBSD

License flags

not SPDX, not OSI

History

Versions

2

First release

2015-03-07

Latest release

2023-12-06

Avg cadence

3196 days

Cold removal rate

Dep drift

1

LOC over versions

v1.0: 1,216 LOCv1.1: 1,087 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies pcalg igraph RBGL Matrix SID

Version History

3 tracked
new 1.1 Mar 10, 2026
updated 1.1 ← 1.0 diff Dec 5, 2023
new 1.0 Mar 6, 2015