rIsing {rIsing} | R Documentation |
rIsing: High-Dimensional Ising Model Selection.
Description
Fits an Ising model to a binary dataset using L1-regularized logistic regression and BIC. Also includes a fast lasso logistic regression function for high-dimensional problems. Uses the 'libLBFGS' optimization library by Naoki Okazaki.
rIsing functions
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logreg
: L1-regularized logistic regression using OWL-QN L-BFGS-B optimization. -
Ising
: Ising Model selection using L1-regularized logistic regression and extended BIC.
[Package rIsing version 0.1.0 Index]