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
imbalance_gain(): Information Imbalance Gain
surd(<data.frame>) surd(<sf>) surd(<SpatRaster>): SURD

Knockoff-based interaction testing

kocmi(): KOCMI

Miscellaneous Utility Functions

discretize(): Discretization