gRbase: A Package for Graphical Modelling in R
The 'gRbase' package provides graphical modelling features
used by e.g. the packages 'gRain', 'gRim' and 'gRc'. 'gRbase' implements
graph algorithms including (i) maximum cardinality search (for marked
and unmarked graphs).
(ii) moralization, (iii) triangulation, (iv) creation of junction tree.
'gRbase' facilitates array operations,
'gRbase' implements functions for testing for conditional independence.
'gRbase' illustrates how hierarchical log-linear models may be
implemented and describes concept of graphical meta
data.
The facilities of the package are documented in the book by Højsgaard,
Edwards and Lauritzen (2012,
<doi:10.1007/978-1-4614-2299-0>) and in the paper by
Dethlefsen and Højsgaard, (2005, <doi:10.18637/jss.v014.i17>).
Please see 'citation("gRbase")' for citation details.
| Version: |
2.0.3 |
| Depends: |
R (≥ 4.2.0), methods |
| Imports: |
stats4, igraph, Matrix, Rcpp (≥ 0.11.1) |
| LinkingTo: |
Rcpp (≥ 0.11.1), RcppEigen, RcppArmadillo |
| Suggests: |
testthat (≥ 2.1.0), microbenchmark, markdown, knitr |
| Published: |
2024-10-22 |
| DOI: |
10.32614/CRAN.package.gRbase |
| Author: |
Søren Højsgaard [aut, cre] |
| Maintainer: |
Søren Højsgaard <sorenh at math.aau.dk> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://people.math.aau.dk/~sorenh/software/gR/ |
| NeedsCompilation: |
yes |
| Citation: |
gRbase citation info |
| Materials: |
README NEWS ChangeLog |
| In views: |
GraphicalModels |
| CRAN checks: |
gRbase results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: |
gRain, gRc, gRim |
| Reverse imports: |
BCDAG, bnmonitor, clipper, DNAmixturesLite, fgga, GGRidge, GmicR, gRaven, KinMixLite, MOSClip, OrdCD, rags2ridges, SPONGE, topologyGSA |
| Reverse linking to: |
gRain, gRim |
| Reverse suggests: |
bnclassify, bnlearn |
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=gRbase
to link to this page.