mvgraphnorm: Multivariate Gaussian Graphical Model Analysis

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), <doi: 10.1186/1471-2105-9-114> (2) IPF, Speed, T. et. al. (1986) <doi: 10.1214/aos/1176349846>, (3) HTF, Hastie, T. et. al. (2009) <isbn: 9780387848570>.

Package details

AuthorShailesh Tripathi, Frank Emmert-Streib
MaintainerShailesh Tripathi <[email protected]>
LicenseGPL-2
Version1.81
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mvgraphnorm")

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mvgraphnorm documentation built on May 1, 2019, 9:45 p.m.