A Constrained L1 Minimization Approach for Estimating Multiple Sparse Gaussian or Nonparanormal Graphical Models


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Documentation for package ‘simule’ version 1.2.0

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simule-package Shared and Individual parts of MULtiple graphs Explicitly
cancer Microarray data set for breast cancer
exampleData A simulated toy dataset that includes 2 data matrices (from 2 related tasks).
net.degree List the degree of every node of each graph in the input list of multiple graphs.
net.edges List the edges of each graph in the input list of multiple graphs
net.hubs Get degrees of the most connected nodes of each graph in the input list of multiple graphs.
net.neighbors Get neighbors of a node in each graph in the input list of multiple graphs
plot.simule Plotting functions for displaying the list of multiple graphs generated by the simule algorithm
plot.wsimule Plotting functions for displaying the list of multiple graphs generated by the simule algorithm
simule A constrained l1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models
wsimule A constrained and weighted l1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models