Learning Causal or Non-Causal Graphical Models Using Information Theory

Documentation for package ‘miic’ version 1.4.2

cosmicCancer	Genomic and ploidy alterations in breast tumors
cosmicCancer_stateOrder	Genomic and ploidy alterations in breast tumors
discretizeMDL	Discretize a real valued distribution
discretizeMutual	Iterative dynamic programming for (conditional) mutual information through optimized discretization.
hematoData	Early blood development: single cell binary gene expression data
miic	MIIC, causal network learning algorithm including latent variables
miic.plot	Igraph plotting function for miic
miic.write.network.cytoscape	Graphml writing function for the miic graph
miic.write.style.cytoscape	Style writing function for the miic network
ohno	Tetraploidization in vertebrate evolution
ohno_stateOrder	Tetraploidization in vertebrate evolution