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Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information
2013
Entropy
Across geosciences, many investigated phenomena relate to specific complex systems consisting of intricately intertwined interacting subsystems. Such dynamical complex systems can be represented by a directed graph, where each link denotes an existence of a causal relation, or information exchange between the nodes. For geophysical systems such as global climate, these relations are commonly not theoretically known but estimated from recorded data using causality analysis methods. These include
doi:10.3390/e15062023
fatcat:4psfolrbxbbx3gfqm2mn7x3dbi