Package: SID 1.1

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.

Authors:Jonas Peters

SID_1.1.tar.gz
SID_1.1.zip(r-4.5)SID_1.1.zip(r-4.4)SID_1.1.zip(r-4.3)
SID_1.1.tgz(r-4.4-any)SID_1.1.tgz(r-4.3-any)
SID_1.1.tar.gz(r-4.5-noble)SID_1.1.tar.gz(r-4.4-noble)
SID_1.1.tgz(r-4.4-emscripten)SID_1.1.tgz(r-4.3-emscripten)
SID.pdf |SID.html✨
SID/json (API)

# Install 'SID' in R:

install.packages('SID', repos = c('https://fkgruber.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fkgruber/sid_cran/issues

On CRAN:

5 exports 2 stars 5.07 score 34 dependencies 56 mentions 19 scripts 192 downloads

Last updated 10 months agofrom:01f932e96d. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 02 2024
R-4.5-win	OK	Sep 02 2024
R-4.5-linux	OK	Sep 02 2024
R-4.4-win	OK	Sep 02 2024
R-4.4-mac	OK	Sep 02 2024
R-4.3-win	OK	Sep 02 2024
R-4.3-mac	OK	Sep 02 2024

Exports:computePathMatrix computePathMatrix2 hammingDist randomDAG structIntervDist

Dependencies:abind bdsmatrix BH BiocGenerics BiocManager cli clue cluster colorspace corpcor cpp11 DEoptimR fastICA ggm glue graph igraph lattice lifecycle lmtest magrittr MASS Matrix pcalg pkgconfig RBGL Rcpp RcppArmadillo rlang robustbase sfsmisc vcd vctrs zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Structural Intervention Distance (SID) (package)	SID-package
auxiliary file for SID: computes a path matrix efficiently (can probably be made faster)	computePathMatrix
auxiliary file for SID: computes a path matrix efficiently (can probably be made faster)	computePathMatrix2
Hamming Distance	hammingDist
outputs the adjacency matrix of a randomly generated directed acyclic graph (DAG).	randomDAG
Structural Intervention Distance (SID)	structIntervDist