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Inferring the directionality of coupling with conditional mutual information

Martin Vejmelka1, Milan Palus

  • 1Institute of Computer Science, Academy of Sciences of the Czech Republic, Praha, Czech Republic. vejmelka@cs.cas.cz

Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
|March 21, 2008
PubMed
Summary

This study introduces a nonparametric method to determine coupling directionality in complex systems by estimating information theory functionals. This approach helps understand drive-response relationships and is validated using chaotic oscillators.

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