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-4.7)NetworkComparisonTest_2.2.2.zip(r-4.6)NetworkComparisonTest_2.2.2.zip(r-4.5)
NetworkComparisonTest_2.2.2.tgz(r-4.6-any)NetworkComparisonTest_2.2.2.tgz(r-4.5-any)
NetworkComparisonTest_2.2.2.tar.gz(r-4.7-any)NetworkComparisonTest_2.2.2.tar.gz(r-4.6-any)
NetworkComparisonTest_2.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NetworkComparisonTest/json (API)

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

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

On CRAN:

Conda:

5.44 score 95 scripts 1.9k downloads 13 mentions 1 exports 153 dependencies

Last updated from:fc2dd7e7c4. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK177
source / vignettesOK247
linux-release-x86_64OK207
macos-release-arm64OK206
macos-oldrel-arm64OK167
windows-develOK144
windows-releaseOK300
windows-oldrelOK131
wasm-releaseOK149

Exports:NCT

Dependencies:abindbackportsbase64encbitbit64bootbootnetbroombslibcachemcheckmateclassclicliprclustercocorcodetoolscolorspacecorpcorcorrplotcpp11crayondata.tabledigestdoParalleldplyre1071eigenmodelellipseevaluatefarverfastmapfdrtoolfontawesomeforcatsforeachforeignFormulafsgdatagenericsggplot2glassoglassoFastglmnetglueGPArotationgridExtragtablegtoolshavenhighrHmischmshtmlTablehtmltoolshtmlwidgetsigraphIsingFitIsingSamplerisobanditeratorsjomojpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclelme4magrittrmantarMASSmathjaxrMatrixmemoisemgmmicemimeminqamitmlmnormtmvtnormNetworkToolboxnetworktoolsnlmenloptrnnetnnlsnumDerivordinalpanpbapplypbivnormpillarpkgconfigplotrixplyrpngpolynomppcorprettyunitsprogressproxypsychpurrrpwrqgraphquadprogR.matlabR.methodsS3R.ooR.utilsR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreshape2rlangrmarkdownrpartrstudioapiS7sassscalesshapesmacofsnowstringistringrsurvivaltibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomweightswithrwordcloudxfunyaml