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rIsing (version 0.1.0)

High-Dimensional Ising Model Selection

Description

Fits an Ising model to a binary dataset using L1 regularized logistic regression and extended BIC. Also includes a fast lasso logistic regression function for high-dimensional problems. Uses the 'libLBFGS' optimization library by Naoaki Okazaki.

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Version

Install

install.packages('rIsing')

Monthly Downloads

178

Version

0.1.0

License

GPL (>= 2)

Maintainer

Pratik Ramprasad

Last Published

November 25th, 2016

Functions in rIsing (0.1.0)

rIsing

rIsing: High-Dimensional Ising Model Selection.
logreg

L1 Regularized Logistic Regression
ising

High-Dimensional Ising Model Selection