R implementation of information measures

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Documentation for package ‘Informeasure’ version 1.19.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

CMI.measure	A comprehensive function for estimating conditional mutual information
CMI.plugin	A plug-in calculator for evaluating conditional mutual information
discretize1D	Discretize one-dimensional continuous data into bins
discretize1d.uniform_frequency	Discretize a set of continuous data into 1-dimensional bins by uniform frequency
discretize1d.uniform_width	Discretize a set of continuous data into 1-dimensional bins by "uniform width" method
discretize2D	Discretize 2-dimensional continuous data into bins
discretize2d.uniform_frequency	Discretize two sets of continuous data into 2-dimensional bins by uniform frequency
discretize2d.uniform_width	Discretize two sets of continuous data into 2-dimensional bins by "uniform width" method
discretize3D	Discretize 3-dimensional continuous data into bins
discretize3d.uniform_frequency	Discretize three sets of continuous data into 3-dimensional bins by uniform frequency
discretize3d.uniform_width	Discretize three sets of continuous data into 3-dimensional bins by "uniform width" method
II.measure	A comprehensive function for evaluating interaction information
II.plugin	A plug-in calculator for evaluating the interaction information
MI.measure	A comprehensive function for evaluating mutual information
MI.plugin	A plug-in calculator for evaluating mutual information
PID.measure	A comprehensive function for evaluating the partial information decomposition
PID.plugin	A plug-in calculator for evaluating partial information decomposition
PMI.measure	A comprehensive function for evaluating part mutual information
PMI.plugin	A plug-in calculator for evaluating the part mutual information