CRAN/E | MNS

MNS

Mixed Neighbourhood Selection

Installation

About

An implementation of the mixed neighbourhood selection (MNS) algorithm. The MNS algorithm can be used to estimate multiple related precision matrices. In particular, the motivation behind this work was driven by the need to understand functional connectivity networks across multiple subjects. This package also contains an implementation of a novel algorithm through which to simulate multiple related precision matrices which exhibit properties frequently reported in neuroimaging analysis.

Key Metrics

Version 1.0
R ≥ 2.10.1
Published 2015-12-08 3062 days ago
Needs compilation? no
License GPL-2
CRAN checks MNS results

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Maintainer

Maintainer

Ricardo Pio Monti

ricardo.monti08@gmail.com

Authors

Ricardo Pio Monti
Christoforos Anagnostopoulos
Giovanni Montana

Material

Reference manual
Package source

Vignettes

An R package for the MNS algorithm

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

igraph
MASS
glmnet
mvtnorm
parallel
R ≥ 2.10.1

Imports

doParallel