elasticIsing: Ising Network Estimation using Elastic Net and k-Fold Cross-Validation

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Description: Uses k-fold cross-validation and elastic-net regularization to estimate the Ising model on binary data. Produces 3D plots of the cost function as a function of the tuning parameter in addition to the optimal network structure.

Author
Sacha Epskamp
Date of publication
2016-09-11 18:37:02
Maintainer
Sacha Epskamp <mail@sachaepskamp.com>
License
GPL-2
Version
0.2
URLs

View on CRAN

Man pages

costPlots
3D plots of cost functions
elasticIsing
Estimate Ising model using elastic-net and cross-validation.
optimalGraph
Optimal graph selection

Files in this package

elasticIsing
elasticIsing/inst
elasticIsing/inst/COPYING
elasticIsing/inst/COPYRIGHTS
elasticIsing/NAMESPACE
elasticIsing/R
elasticIsing/R/elasticIsing.R
elasticIsing/R/costPlots.R
elasticIsing/R/positiveGraph.R
elasticIsing/R/plotMethod.R
elasticIsing/R/prediction.R
elasticIsing/R/zzz.R
elasticIsing/R/optimalGraph.R
elasticIsing/MD5
elasticIsing/DESCRIPTION
elasticIsing/man
elasticIsing/man/optimalGraph.Rd
elasticIsing/man/costPlots.Rd
elasticIsing/man/elasticIsing.Rd