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mvgraphnorm (version 1.81)

Multivariate Gaussian Graphical Model Analysis

Description

Generate constrained covariance matrix for a given graph to generate samples from a Gaussian graphical model using different algorithms for the analysis of complex network structure. We use three algorithms which are (1) Kim, K. I. et. al. (2008), (2) IPF, Speed, T. et. al. (1986) , (3) HTF, Hastie, T. et. al. (2009) .

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Install

install.packages('mvgraphnorm')

Monthly Downloads

2

Version

1.81

License

GPL-2

Maintainer

Shailesh tripathi

Last Published

April 9th, 2019

Functions in mvgraphnorm (1.81)

rmvggm

Generate samples from a multivariate gaussian graphical distribution
viz.rmvggm

Provides summary of sampeles generated from multivariate normal distribution using constrained covariance matrix.