Package: FBFsearch 1.3

FBFsearch: Algorithm for Searching the Space of Gaussian Directed Acyclic Graph Models Through Moment Fractional Bayes Factors

We propose an objective Bayesian algorithm for searching the space of Gaussian directed acyclic graph (DAG) models. The algorithm uses moment fractional Bayes factors (MFBF) and is suitable for learning sparse graphs. The algorithm is implemented using Armadillo, an open-source C++ linear algebra library.

Authors:Davide Altomare [aut, cre], Guido Consonni [aut], Luca La Rocca [aut]

FBFsearch_1.3.tar.gz
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FBFsearch_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
FBFsearch/json (API)

# Install 'FBFsearch' in R:
install.packages('FBFsearch', repos = c('https://davidealtomare.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • dataHuman - Cell signalling pathway data
  • dataPub - Publishing productivity data
  • dataSim100 - DAG model with 100 nodes and 100 edges
  • dataSim200 - DAG model with 200 nodes and 100 edges
  • dataSim50 - DAG model with 50 nodes and 100 edges
  • dataSim6 - DAG model with 6 nodes and 5 edges
  • dataSimHuman - Simulated cell signalling pathway data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascpp

1.00 score 3 scripts 333 downloads 3 exports 2 dependencies

Last updated from:2506dbd7d8. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK102
linux-devel-x86_64OK121
source / vignettesOK147
linux-release-arm64OK101
linux-release-x86_64OK167
macos-release-arm64OK103
macos-release-x86_64OK188
macos-oldrel-arm64OK86
macos-oldrel-x86_64OK180
windows-devel-arm64OK182
windows-devel-x86_64OK138
windows-release-arm64OK230
windows-release-x86_64OK92
windows-oldrel-x86_64OK163
wasm-releaseOK118

Exports:FBF_GSFBF_LSFBF_RS

Dependencies:RcppRcppArmadillo