Unveiling complex patterns: An information-theoretic approach to high-order behaviors in microarray data.

ABSTRACT: The information-theoretic approach can shed light on the role of groups of correlated elements within a network. While there are already established methods for measuring new information, storage and transmission, the definition and application of methods for measuring information change remains an unresolved challenge. The change of information in a network is associated with redundancy and synergy between systems that share information about a target. Redundancy involves shared information about the target that can be retrieved using the individual source systems, while synergy involves information that can only be obtained by sharing the systems. A more refined approach, called partial information decomposition (PID), separates the unique, redundant and synergetic contributions of the s

SUBMITTER: Lacalamita A 

PROVIDER: S-EPMC12614557 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature