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elasticIsing (version 0.2)

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

Description

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.

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Install

install.packages('elasticIsing')

Monthly Downloads

19

Version

0.2

License

GPL-2

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Last Published

September 11th, 2016

Functions in elasticIsing (0.2)

elasticIsing

Estimate Ising model using elastic-net and cross-validation.
optimalGraph

Optimal graph selection
costPlots

3D plots of cost functions