Package: ess 1.1.2

ess: Efficient Stepwise Selection in Decomposable Models

An implementation of the ESS algorithm following Amol Deshpande, Minos Garofalakis, Michael I Jordan (2013) <arxiv:1301.2267>. The ESS algorithm is used for model selection in decomposable graphical models.

Authors:Mads Lindskou [aut, cre]

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ess.pdf |ess.html
ess/json (API)
NEWS

# Install 'ess' in R:
install.packages('ess', repos = c('https://mlindsk.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mlindsk/ess/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • derma - Dermatology Database

On CRAN:

chow-liu-treedecomposable-modelsgraphical-modelsmodel-selection

3.72 score 1 stars 1 packages 35 scripts 244 downloads 19 exports 12 dependencies

Last updated 3 years agofrom:fbd5e5f718. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 08 2024
R-4.5-win-x86_64NOTEOct 08 2024
R-4.5-linux-x86_64NOTEOct 08 2024
R-4.4-win-x86_64NOTEOct 08 2024
R-4.4-mac-x86_64NOTEOct 08 2024
R-4.4-mac-aarch64NOTEOct 08 2024
R-4.3-win-x86_64NOTEOct 08 2024
R-4.3-mac-x86_64NOTEOct 08 2024
R-4.3-mac-aarch64NOTEOct 08 2024

Exports:adj_lstadj_matas_adj_lstas_adj_matas_igraphcomponentsdfsdgm_sim_from_graphentropyfit_componentsfit_graphgengraphis_decomposablemake_complete_graphmake_null_graphmcsripsubgraphwalk

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcpprlangvctrs