Package index • infoxtr

Information-Theoretic Measures for Revealing Variable Interactions

Basic uncertainty and pairwise dependency

entropy(): Shannon Entropy
je(): Joint Entropy
ce(): Conditional Entropy
mi(): Mutual Information
cmi(): Conditional Mutual Information
info_imbalance(): Information Imbalance

Information flow

te(): Transfer Entropy
surd(<data.frame>) surd(<sf>) surd(<SpatRaster>) surd_discrete(): Synergistic-Unique-Redundant Decomposition

Causality detection

kocmi(): Knockoff Conditional Mutual Information
imbalance_gain(): Imbalance Gain

Miscellaneous Utility Functions

discretize(): Discretization