elasticIsing: Ising Network Estimation using Elastic Net and k-Fold Cross-Validation
Version 0.2

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.

Browse man pages Browse package API and functions Browse package files

AuthorSacha Epskamp
Date of publication2016-09-11 18:37:02
MaintainerSacha Epskamp <mail@sachaepskamp.com>
LicenseGPL-2
Version0.2
URL github.com/SachaEpskamp/IsingSampler
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("elasticIsing")

Man pages

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

Functions

costPlots Man page Source code
elasticIsing Man page Source code
elasticIsingInner Source code
onAttach Source code
optimalGraph Man page Source code
plot.elasticIsing Source code
positiveGraph Source code
predictIsing Source code

Files

inst
inst/COPYING
inst/COPYRIGHTS
NAMESPACE
R
R/elasticIsing.R
R/costPlots.R
R/positiveGraph.R
R/plotMethod.R
R/prediction.R
R/zzz.R
R/optimalGraph.R
MD5
DESCRIPTION
man
man/optimalGraph.Rd
man/costPlots.Rd
man/elasticIsing.Rd
elasticIsing documentation built on May 19, 2017, 5:06 p.m.