Package: robber 0.2.4

robber: Using Block Model to Estimate the Robustness of Ecological Network

Implementation of a variety of methods to compute the robustness of ecological interaction networks with binary interactions as described in <doi:10.1002/env.2709>. In particular, using the Stochastic Block Model and its bipartite counterpart, the Latent Block Model to put a parametric model on the network, allows the comparison of the robustness of networks differing in species richness and number of interactions. It also deals with networks that are partially sampled and/or with missing values.

Authors:Saint-Clair Chabert-Liddell [aut, cre]

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NEWS

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

Peer review:

Bug tracker:https://github.com/chabert-liddell/robber/issues

Datasets:

On CRAN:

ecological-networkrobberrobustness

4.00 score 1 stars 4 scripts 140 downloads 9 exports 124 dependencies

Last updated 9 months agofrom:71d9368f2d. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winOKNov 03 2024
R-4.5-linuxOKNov 03 2024
R-4.4-winOKNov 03 2024
R-4.4-macOKNov 03 2024
R-4.3-winOKNov 03 2024
R-4.3-macOKNov 03 2024

Exports:%>%auc_robustness_lbmcompare_robustnessget_lbm_paramrobustness_emprobustness_lbmsimulate_lbmvar_auc_unif_lbmvar_fun_unif_lbm

Dependencies:aricodebackportsbase64encblockmodelsbslibcachemcheckmatecliclustercmprskcodetoolscolorspacecpp11data.tablediagramdigestdoParalleldplyrevaluatefansifarverfastmapfontawesomeforeachforeignFormulafsfuturefuture.applygenericsggplot2globalsgluegmpGREMLINSgridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalazyevallifecyclelistenvmagrittrMASSmathjaxrMatrixMatrixModelsmemoisemetsmgcvmimemultcompmunsellmvtnormnlmennetnumDerivpammtoolsparallellypartitionspbmcapplypecpillarpkgconfigplotrixpolsplinepolynomprodlimprogressrPublishpurrrquantregR6rangerrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackriskRegressionrlangrmarkdownrmsrpartrstudioapisandwichsassscalessetsshapeSparseMSQUAREMstringistringrsurvivalTH.datatibbletidyrtidyselecttimeregtinytexutf8vctrsviridisviridisLitewithrxfunyamlzoo

Topological Analysis

Rendered fromtopological-analysis.Rmdusingknitr::rmarkdownon Nov 03 2024.

Last update: 2024-01-31
Started: 2020-06-19