Package: NetworkComparisonTest 2.2.2

Claudia van Borkulo

NetworkComparisonTest: Statistical Comparison of Two Networks Based on Several Invariance Measures

This permutation based hypothesis test, suited for several types of data supported by the estimateNetwork function of the bootnet package (Epskamp & Fried, 2018), assesses the difference between two networks based on several invariance measures (network structure invariance, global strength invariance, edge invariance, several centrality measures, etc.). Network structures are estimated with l1-regularization. The Network Comparison Test is suited for comparison of independent (e.g., two different groups) and dependent samples (e.g., one group that is measured twice). See van Borkulo et al. (2021, in press; the final article will be available, upon publication, via its DOI: 10.1037/met0000476).

Authors:Claudia van Borkulo [aut, cre], Sacha Epskamp [aut], Payton Jones [aut], Jonas Haslbeck [ctb], Alex Millner [ctb]

NetworkComparisonTest_2.2.2.tar.gz
NetworkComparisonTest_2.2.2.zip(r-4.5)NetworkComparisonTest_2.2.2.zip(r-4.4)NetworkComparisonTest_2.2.2.zip(r-4.3)
NetworkComparisonTest_2.2.2.tgz(r-4.4-any)NetworkComparisonTest_2.2.2.tgz(r-4.3-any)
NetworkComparisonTest_2.2.2.tar.gz(r-4.5-noble)NetworkComparisonTest_2.2.2.tar.gz(r-4.4-noble)
NetworkComparisonTest_2.2.2.tgz(r-4.4-emscripten)NetworkComparisonTest_2.2.2.tgz(r-4.3-emscripten)
NetworkComparisonTest.pdf |NetworkComparisonTest.html✨
NetworkComparisonTest/json (API)

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

Peer review:

Bug tracker:https://github.com/vandenman/networkcomparisontest/issues

On CRAN:

5.01 score 69 scripts 868 downloads 13 mentions 1 exports 153 dependencies

Last updated 3 years agofrom:fc2dd7e7c4. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 24 2025
R-4.5-winOKJan 24 2025
R-4.5-linuxOKJan 24 2025
R-4.4-winOKJan 24 2025
R-4.4-macOKJan 24 2025
R-4.3-winOKJan 24 2025
R-4.3-macOKJan 24 2025

Exports:NCT

Dependencies:abindbackportsbase64encbitbit64bootbootnetbroombslibcachemcheckmateclassclicliprclustercocorcodetoolscolorspacecorpcorcorrplotcpp11crayondata.tabledigestdoParalleldplyre1071eigenmodelellipseevaluatefansifarverfastmapfdrtoolfontawesomeforcatsforeachforeignFormulafsgdatagenericsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshavenhighrHmischmshtmlTablehtmltoolshtmlwidgetsigraphIsingFitIsingSamplerisobanditeratorsjomojpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclelme4magrittrMASSMatrixmemoisemgcvmgmmicemimeminqamitmlmnormtmunsellmvtnormNetworkToolboxnetworktoolsnlmenloptrnnetnnlsnumDerivordinalpanpbapplypbivnormpillarpkgconfigplotrixplyrpngpolynomppcorprettyunitsprogressproxypsychpurrrpwrqgraphquadprogR.matlabR.methodsS3R.ooR.utilsR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreshape2rlangrmarkdownrpartrstudioapisassscalesshapesmacofsnowstringistringrsurvivaltibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisviridisLitevroomweightswithrwordcloudxfunyaml