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
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NetworkComparisonTest_2.2.2.tgz(r-4.4-any)NetworkComparisonTest_2.2.2.tgz(r-4.3-any)
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NetworkComparisonTest.pdf |NetworkComparisonTest.html✨
NetworkComparisonTest/json (API)

Peer review:

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

On CRAN:

1 exports 2.85 score 164 dependencies 13 mentions 58 scripts 882 downloads

Last updated 2 years agofrom:fc2dd7e7c4. Checks:OK: 7. Indexed: yes.

Exports:NCT

Dependencies:abindbackportsbase64encbitbit64bootbootnetbroombslibcachemcandisccarcarDatacheckmateclassclicliprclustercocorcodetoolscolorspacecorpcorcorrplotcowplotcpp11crayondata.tableDerivdigestdoBydoParalleldplyre1071eigenmodelellipseevaluatefansifarverfastmapfdrtoolfontawesomeforcatsforeachforeignFormulafsgdatagenericsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshavenheplotshighrHmischmshtmlTablehtmltoolshtmlwidgetsigraphIsingFitIsingSamplerisobanditeratorsjomojpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmgmmicemicrobenchmarkmimeminqamitmlmnormtmodelrmunsellmvtnormNetworkToolboxnetworktoolsnlmenloptrnnetnnlsnumDerivordinalpanpbapplypbivnormpbkrtestpillarpkgconfigplotrixplyrpngpolynomppcorprettyunitsprogressproxypsychpurrrpwrqgraphquadprogquantregR.matlabR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppEigenreadrreshape2rglrlangrmarkdownrpartrstudioapisassscalesshapesmacofsnowSparseMstringistringrsurvivaltibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisviridisLitevroomweightswithrwordcloudxfunyaml