gRbase swMATH ID: 10198 Software Authors: Søren Højsgaard; Claus Dethlefsen; Clive Bowsher Description: gRbase: A package for graphical modelling in R. The gRbase package provides certain general constructs which are used by other graphical modelling packages, in particular by the packages gRain, gRim and gRc. gRbase contains several datasets relevant for use in connection with graphical models. Almost all datasets used in the book Graphical Models with R (2012) are contained in gRbase. gRbase implements several graph algorithms (based mainly on representing graphs as adjacency matrices - either in the form of a standard matrix or a sparse matrix). Some graph algorithms are: (i) maximum cardinality search (for marked and unmarked graphs). (ii) moralize. (iii) triangulate. (iv) junctionTree. gRbase facilities for array operations, gRbase implements functions for testing for conditional independence. gRbase illustrates how hierarchical log-linear models (hllm) may be implemented and describes concept of gmData (graphical meta data). These features, however, are not maintained anymore and remains in gRbase only because there exists a paper describing these facilities: A Common Platform for Graphical Models in R: The gRbase Package, Journal of Statistical Software, Vol 14, No 17, 2005. Homepage: http://cran.r-project.org/web/packages/gRbase/index.html Source Code: https://github.com/cran/gRbase Dependencies: R Related Software: R; gRain; bnlearn; deal; pcalg; ggm; Rgraphviz; catnet; gRc; mimR; CRAN; Rcpp; sfsmisc; igraph; rjags; JAGS; abn; BUGS; dynamicGraph; graph Cited in: 6 Documents Standard Articles 1 Publication describing the Software Year all top 5 Cited by 10 Authors 2 Denis, Jean-Baptiste 2 Scutari, Marco 1 Bontempi, Gianluca 1 Chiogna, Monica 1 Didelez, Vanessa 1 Djordjilović, Vera 1 Eslava-Gómez, Guillermina 1 Flauder, Maxime 1 Jones, Edmund 1 Perez-de-la-Cruz, Gonzalo Cited in 5 Serials 2 Chapman & Hall/CRC Texts in Statistical Science Series 1 Journal of Multivariate Analysis 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Journal of Machine Learning Research (JMLR) 1 AStA. Advances in Statistical Analysis Cited in 4 Fields 6 Statistics (62-XX) 4 Computer science (68-XX) 1 Combinatorics (05-XX) 1 Numerical analysis (65-XX) Citations by Year