R implementation of Information measures

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Documentation for package ‘Informeasure’ version 1.0.0

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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