The Liang-Kleeman information flow: theory and applications

DOI10.3390/e15010327zbMath1310.37047OpenAlexW2169581288MaRDI QIDQ742662

X. San Liang

Publication date: 19 September 2014

Published in: Entropy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/e15010327

zbMATH Keywords

Frobenius-Perron operatortime series analysisnetwork dynamicscausationneuroscienceemergencefinancial economicsEl Niñoatmosphere-Ocean scienceLiang-Kleeman information flow

Mathematics Subject Classification ID

Strange attractors, chaotic dynamics of systems with hyperbolic behavior (37D45) Dynamical systems in optimization and economics (37N40) Functional analytic techniques in dynamical systems; zeta functions, (Ruelle-Frobenius) transfer operators, etc. (37C30) Applications of dynamical systems (37Nxx)

Related Items (3)

Transfer entropy coefficient: quantifying level of information flow between financial time series ⋮ Reconstruction of driving forces from nonstationary time series including stationary regions and application to climate change ⋮ A general theory to estimate information transfer in nonlinear systems

Cites Work

• Unnamed Item
• Unnamed Item
• A rigorous formalism of information transfer between dynamical system components. II. Continuous flow
• Climate dynamics and fluid mechanics: Natural variability and related uncertainties
• A rigorous formalism of information transfer between dynamical system components. I. Discrete mapping
• Information transfer in continuous processes
• The calculi of emergence: Computation, dynamics and induction
• The re-emergence of emergence: A venerable concept in search of a theory
• El Niño prediction and predictability
• Multiscale Window Transform
• INFORMATION FLOWS IN CAUSAL NETWORKS
• Information flow between subspaces of complex dynamical systems
• Remarkable statistical behavior for truncated Burgers–Hopf dynamics
• Emerging of Stochastic Dynamical Equalities and Steady State Thermodynamics from Darwinian Dynamics
• The emergence of isolated coherent vortices in turbulent flow
• Investigating Causal Relations by Econometric Models and Cross-spectral Methods

This page was built for publication: The Liang-Kleeman information flow: theory and applications