LAUSR

Modeling Categorical Variables by Mutual Information Decomposition

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1 Published in 2023 at "Entropy"

DOI: 10.3390/e25050750

Abstract: This paper proposed the use of mutual information (MI) decomposition as a novel approach to identifying indispensable variables and their interactions for contingency table analysis. The MI analysis identified subsets of associative variables based on… read more here.

Keywords: mutual information; information decomposition; analysis; modeling categorical ... See more keywords