ygu427/yguR: High-dimensional linear SSM for dynamic GRN
Version 1.0

A high-dimensional linear State Space Model(SSM) with a new Expectation-Regularization-Maximization(ERM) algorithm to construct the dynamic Gene Regularization Network(GRN). The new ERM algorithm employs the idea of the adaptive LASSO-based variable selection method to preserve the sparsity property of GRN.

Getting started

Package details

AuthorYu Gu
MaintainerYu Gu <[email protected]>
LicenseGPL-3
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("ygu427/yguR")
ygu427/yguR documentation built on May 28, 2017, 9:36 a.m.