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robin  

ROBustness in Network
View on CRAN: Click here


Download and install robin package within the R console
Install from CRAN:
install.packages("robin")

Install from Github:
library("remotes")
install_github("cran/robin")

Install by package version:
library("remotes")
install_version("robin", "1.1.2")



Attach the package and use:
library("robin")
Maintained by
Valeria Policastro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-20
Latest Update: 2024-01-31
Description:
Assesses the robustness of the community structure of a network found by one or more community detection algorithm to give indications about their reliability. It detects if the community structure found by a set of algorithms is statistically significant and compares the different selected detection algorithms on the same network. robin helps to choose among different community detection algorithms the one that better fits the network of interest. Reference in Policastro V., Righelli D., Carissimo A., Cutillo L., De Feis I. (2021) <https://journal.r-project.org/archive/2021/RJ-2021-040/index.html>.
How to cite:
Valeria Policastro (2019). robin: ROBustness in Network. R package version 1.1.2, https://cran.r-project.org/web/packages/robin
Previous versions and publish date:
0.99.0 (2019-10-20 11:40), 0.99.1 (2019-10-24 20:10), 1.0.0 (2020-02-17 20:00), 1.0.1 (2020-05-18 21:50), 1.0.2 (2020-10-30 15:00), 1.0.3 (2021-02-09 14:10), 1.1.0 (2022-03-04 14:10), 1.1.1 (2022-05-16 20:30)
Other packages that cited robin R package
View robin citation profile
Other R packages that robin depends, imports, suggests or enhances
Functions, R codes and Examples using the robin R package
Some associated functions: createITPSplineResult . membershipCommunities . methodCommunity . plotComm . plotGraph . plotRobin . prepGraph . random . rewireCompl . rewireOnl . robinAUC . robinCompare . robinCompareFast . robinFDATest . robinGPTest . robinRobust . 
Some associated R codes: ROBIN.R . ROBINFast.R . gpregeFunctions.R . gptk_CGoptim.R . gptk_SCGoptim.R . gptk_boundedTransform.R . gptk_cmpndKernCompute.R . gptk_cmpndKernExpandParam.R . gptk_cmpndKernExtractParam.R . gptk_cmpndKernGradient.R . gptk_cmpndKernParamInit.R . gptk_exhaustivePlot.R . gptk_expTransform.R . gptk_gpBlockIndices.R . gptk_gpComputeAlpha.R . gptk_gpComputeM.R . gptk_gpCovGrads.R . gptk_gpCreate.R . gptk_gpDataIndices.R . gptk_gpExpandParam.R . gptk_gpExtractParam.R . gptk_gpGradient.R . gptk_gpLogLikeGradients.R . gptk_gpLogLikelihood.R . gptk_gpMeanFunctionGradient.R . gptk_gpObjective.R . gptk_gpOptimise.R . gptk_gpOptions.R . gptk_gpPlot.R . gptk_gpPosteriorMeanVar.R . gptk_gpScaleBiasGradient.R . gptk_gpUpdateAD.R . gptk_gpUpdateKernels.R . gptk_gptk-internal.R . gptk_kernCompute.R . gptk_kernCreate.R . gptk_kernDiagCompute.R . gptk_kernDiagGradX.R . gptk_kernDiagGradient.R . gptk_kernExpandParam.R . gptk_kernExtractParam.R . gptk_kernGradX.R . gptk_kernGradient.R . gptk_kernParamInit.R . gptk_localCovarianceGradients.R . gptk_localSCovarianceGradients.R . gptk_modelExpandParam.R . gptk_modelExtractParam.R . gptk_modelOut.R . gptk_modelOutputGrad.R . gptk_optimiDefaultConstraint.R . gptk_optimiDefaultOptions.R . gptk_rbfKernCompute.R . gptk_rbfKernExpandParam.R . gptk_rbfKernExtractParam.R . gptk_rbfKernGradient.R . gptk_rbfKernParamInit.R . gptk_sigmoidTransform.R . gptk_whiteKernCompute.R . gptk_whiteKernExpandParam.R . gptk_whiteKernExtractParam.R . gptk_whiteKernGradient.R . gptk_whiteKernParamInit.R . gptk_zeroAxes.R .  Full robin package functions and examples
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