Package: netrankr 1.2.3
netrankr: Analyzing Partial Rankings in Networks
Implements methods for centrality related analyses of networks. While the package includes the possibility to build more than 20 indices, its main focus lies on index-free assessment of centrality via partial rankings obtained by neighborhood-inclusion or positional dominance. These partial rankings can be analyzed with different methods, including probabilistic methods like computing expected node ranks and relative rank probabilities (how likely is it that a node is more central than another?). The methodology is described in depth in the vignettes and in Schoch (2018) <doi:10.1016/j.socnet.2017.12.003>.
Authors:
netrankr_1.2.3.tar.gz
netrankr_1.2.3.tar.gz(r-4.5-noble)netrankr_1.2.3.tar.gz(r-4.4-noble)
netrankr_1.2.3.tgz(r-4.4-emscripten)netrankr_1.2.3.tgz(r-4.3-emscripten)
netrankr.pdf |netrankr.html✨
netrankr/json (API)
NEWS
# Install 'netrankr' in R: |
install.packages('netrankr', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/schochastics/netrankr/issues
Pkgdown:https://schochastics.github.io
- dbces11 - Dbces11 graph
- florentine_m - Florentine family marriage network
Last updated 12 months agofrom:f6abedb368. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 14 2024 |
R-4.5-linux-x86_64 | OK | Nov 14 2024 |
Exports:aggregate_positionsapprox_rank_expectedapprox_rank_relativecomparable_pairscompare_ranksdist_2powdist_dpowdist_invdist_powddominance_graphexact_rank_probget_rankingshyperbolic_indexincomparable_pairsindex_builderindirect_relationsis_preservedmajorization_gapmcmc_rank_probneighborhood_inclusionpositional_dominancerank_intervalsspectral_gapthreshold_graphtransitive_reductionwalks_attenuatedwalks_expwalks_exp_evenwalks_exp_oddwalks_limit_propwalks_uptok
Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcppRcppArmadillorlangvctrs
Neighborhood-inclusion in networks
Rendered fromneighborhood_inclusion.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2021-09-03
Started: 2018-01-08
Uniquely ranked graphs
Rendered fromthreshold_graph.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2021-09-03
Started: 2018-01-08
Positional dominance in networks
Rendered frompositional_dominance.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2021-07-16
Started: 2018-01-08
Indirect relations in networks
Rendered fromindirect_relations.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2023-12-16
Started: 2018-01-08
Centrality indices
Rendered fromcentrality_indices.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2021-07-16
Started: 2018-01-08
Partial Centrality
Rendered frompartial_centrality.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2022-09-26
Started: 2018-01-08
Probabilistic Centrality
Rendered fromprobabilistic_cent.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2021-09-03
Started: 2018-01-08
Use Case: Florentine Families
Rendered fromuse_case.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2023-08-20
Started: 2018-01-08
Benchmark Results
Rendered frombenchmarks.Rmd
usingknitr::rmarkdown
on Nov 14 2024.Last update: 2022-09-26
Started: 2018-01-08