Package: netropy 0.3.0

Termeh Shafie

netropy: Statistical Entropy Analysis of Network Data

Statistical entropy analysis of network data as introduced by Frank and Shafie (2016) <doi:10.1177/0759106315615511>, and a in textbook which is in progress.

Authors:Termeh Shafie [aut, cre]

netropy_0.3.0.tar.gz
netropy_0.3.0.zip(r-4.7-any)netropy_0.3.0.zip(r-4.6-any)netropy_0.3.0.zip(r-4.5-any)
netropy_0.3.0.tgz(r-4.6-any)netropy_0.3.0.tgz(r-4.5-any)
netropy_0.3.0.tar.gz(r-4.7-any)netropy_0.3.0.tar.gz(r-4.6-any)
netropy_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
netropy/json (API)

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

Bug tracker:https://github.com/termehs/netropy/issues

Datasets:

On CRAN:

Conda:

6.46 score 12 stars 20 scripts 409 downloads 11 exports 50 dependencies

Last updated from:a35d1272f6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK141
source / vignettesOK218
linux-releaseOK161
macos-releaseOK361
macos-oldrelOK290
windows-develOK120
windows-releaseOK85
windows-oldrelOK74
wasm-releaseOK151

Exports:assoc_graphdiv_gofentropy_bivarentropy_tetravarentropy_trivarget_dyad_varget_triad_varjoint_entropymake_pred_plotprediction_powerredundancy

Dependencies:base64enccachemclicpp11dplyrfarverfastmapgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtableigraphisobandjsonlitelabelinglatticelifecyclemagrittrMASSMatrixmemoisepillarpkgconfigpolyclippurrrR6RColorBrewerRcppRcppArmadillorlangS7scalesstringistringrsystemfontstibbletidygraphtidyrtidyselecttweenrutf8vctrsviridisviridisLitewithr

Prediction Power Based on Expected Conditional Entropies
Example: prediction power based on expected conditional entropies | References
Rendered fromprediction_power.Rmdusingknitr::rmarkdown

Last update: 2026-04-24
Started: 2022-01-27

Univariate, Bivariate, Trivariate, and Tetravariate Entropies
Example: univariate and bivariate entropies | Example: redundant variables | Example: trivariate entropies | Example: tetravariate entropies | References
Rendered fromunivariate_bivariate_trivariate.Rmdusingknitr::rmarkdown

Last update: 2026-04-24
Started: 2022-01-25

Prediction Power Heatmaps
Prediction Power | Heatmap Visualization | Changing Plot Colors | Changing Text Size | References
Rendered frommake_pred_plot.Rmdusingknitr::rmarkdown

Last update: 2026-04-24
Started: 2026-04-24

Divergence Tests of Goodness of Fit
Example: | Conditional Independence | Pairwise Indpendence | Uniformity | Nested Model Comparison | References
Rendered fromdiv_gof.Rmdusingknitr::rmarkdown

Last update: 2026-04-24
Started: 2024-09-06

Joint Entropies and Association Graphs
Example: joint entropies and association graphs | References
Rendered fromjoint_entropies.Rmdusingknitr::rmarkdown

Last update: 2024-09-06
Started: 2022-01-25

Variable Domains and Data Editing
Load internal data set | Example: observed and transformed vertex variables | Example: observed and transformed dyad variables | Example: transformed triad variables | References
Rendered fromvariable_domains.Rmdusingknitr::rmarkdown

Last update: 2024-09-06
Started: 2022-01-24