Package: tna 0.4.6

tna: Transition Network Analysis (TNA)
Provides tools for performing Transition Network Analysis (TNA) to study relational dynamics, including functions for building and plotting TNA models, calculating centrality measures, and identifying dominant events and patterns. TNA statistical techniques (e.g., bootstrapping and permutation tests) ensure the reliability of observed insights and confirm that identified dynamics are meaningful. See (Saqr et al., 2025) <doi:10.1145/3706468.3706513> for more details on TNA.
Authors:
tna_0.4.6.tar.gz
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tna.pdf |tna.html✨
tna/json (API)
NEWS
# Install 'tna' in R: |
install.packages('tna', repos = c('https://sonsoleslp.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sonsoleslp/tna/issues
Pkgdown site:https://sonsoles.me
- engagement - Example Data on Student Engagement
- engagement_mmm - Example Mixed Markov Model Fitted to the 'engagement' Data
- group_regulation - Example Data on Group Regulation
educational-data-mininglearning-analyticsmarkov-modeltemporal-analysis
Last updated 19 hours agofrom:b5ec9283c8. Checks:9 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Apr 02 2025 |
R-4.5-win | OK | Apr 02 2025 |
R-4.5-mac | OK | Apr 02 2025 |
R-4.5-linux | OK | Apr 02 2025 |
R-4.4-win | OK | Apr 02 2025 |
R-4.4-mac | OK | Apr 02 2025 |
R-4.4-linux | OK | Apr 02 2025 |
R-4.3-win | OK | Apr 02 2025 |
R-4.3-mac | OK | Apr 02 2025 |
Exports:as.igraphatnabetweenness_networkbootstrapbuild_modelcentralitiescliquescommunitiescomparectnadepruneestimate_centrality_stabilityestimate_csftnagroup_atnagroup_ctnagroup_ftnagroup_modelgroup_tnammm_statspermutation_testplot_compareplot_frequenciesplot_modelplot_mosaicprepare_dataprunepruning_detailsrename_groupsreprunesimulatetna
Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercolorspacecorpcorcpp11data.tabledigestdplyrevaluatefansifarverfastmapfdrtoolfontawesomeforeignFormulafsgenericsggplot2glassoglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobandjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetnumDerivpbapplypbivnormpillarpkgconfigplyrpngpsychpurrrqgraphquadprogR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownrpartrstudioapisassscalesstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisviridisLitewithrxfunyaml