Package: BDgraph 2.73
BDgraph: Bayesian Structure Learning in Graphical Models using Birth-Death MCMC
Advanced statistical tools for Bayesian structure learning in undirected graphical models, accommodating continuous, ordinal, discrete, count, and mixed data. It integrates recent advancements in Bayesian graphical models as presented in the literature, including the works of Mohammadi and Wit (2015) <doi:10.1214/14-BA889>, Mohammadi et al. (2021) <doi:10.1080/01621459.2021.1996377>, Dobra and Mohammadi (2018) <doi:10.1214/18-AOAS1164>, and Mohammadi et al. (2023) <doi:10.48550/arXiv.2307.00127>.
Authors:
BDgraph_2.73.tar.gz
BDgraph_2.73.tar.gz(r-4.5-noble)BDgraph_2.73.tar.gz(r-4.4-noble)
BDgraph_2.73.tgz(r-4.4-emscripten)BDgraph_2.73.tgz(r-4.3-emscripten)
BDgraph.pdf |BDgraph.html✨
BDgraph/json (API)
NEWS
# Install 'BDgraph' in R: |
install.packages('BDgraph', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- geneExpression - Human gene expression dataset
- reinis - Risk factors of coronary heart disease
- surveyData - Labor force survey data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:66de8c40e7. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 22 2024 |
R-4.5-linux-x86_64 | OK | Nov 22 2024 |
Exports:adj2linkaucbdgraphbdgraph.dwbdgraph.mplbdgraph.npnbdgraph.simbdw.regbfcompareconf.matconf.mat.plotcovarianceddweibullddweibull_regdetect_coresget_bounds_dwget_coresget_Ds_tgm_Rget_g_priorget_g_startget_graphget_K_startget_S_n_pget_Ts_Rgnormgraph.simlink2adjlog_post_cond_dwmsenear_positive_definitepdweibullpgraphplinksplot.bdgraphplot.graphplot.simplotcodaplotrocposterior.predictprecisionpredict.bdgraphprint.bdgraphprint.simqdweibullrdweibullrgwishrmvnormrocrwishselectsparsitysummary.bdgraphtraceplottransferupdate_mu_Rupdate_tu_R
Dependencies:clicolorspacecpp11fansifarverggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrpROCR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr