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BMN (version 1.02)

The pseudo-likelihood method for pairwise binary markov networks

Description

This package implements approximate and exact methods for pairwise binary markov models. The exact method uses an implementation of the junction tree algorithm for binary graphical models. For more details see the help files

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Version

Install

install.packages('BMN')

Monthly Downloads

10

Version

1.02

License

GPL-2

Maintainer

Holger Hoefling

Last Published

April 25th, 2010

Functions in BMN (1.02)

BMNExamples

Sampling data using Gibbs sampling for use in the examples
BMNJT

Junction tree algorithm for pairwise binary Markov networks
BMNExact

Exact inference in L1-penalized Binary Markov Model
BMNPseudo

Pseudo-likelihood inference in L1-penalized Binary Markov Model