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Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks
5 references·1 citing·21 second hop
Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks (2016)Information Decomposition in Multivariate…Estimating the decomposition of predictive information in multivariate systems (2015)Estimating the decomposition …Using transfer entropy to measure information flows between financial markets (2013)Using transfer entropy to mea…Information Flow in a Kinetic Ising Model Peaks in the Disordered Phase (2013)Information Flow in a Kinetic…Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy (2012)Quantifying causal coupling s…Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables (2009)Granger Causality and Transfe…Multilevel assessment of mental stress via network physiology paradigm using consumer wearable devices (2019)Multilevel assessment of ment…Information transfer in continuous processes (2002)Theories and measures of consciousness: An extended framework (2006)Decreased directed functional connectivity in the psychedelic state (2019)A complex systems perspective on psychedelic brain action (2023)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Measurement of Linear Dependence and Feedback Between Multiple Time Series (1982)Approximate entropy as a measure of system complexity. (1991)Quantifying information transfer and mediation along causal pathways in complex systems (2015)On Nonparametric Measures of Dependence for Random Variables (1981)Kernel Method for Nonlinear Granger Causality (2008)Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package (2015)Transfer entropy between multivariate time series (2016)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing (2015)Psychological stimulation for anxious states detection based on EEG-related features (2020)Practical Measures of Integrated Information for Time-Series Data (2011)Unraveling the cause-effect relation between time series (2014)Cross-lagged panel networks (2025)Structure of a Global Network of Financial Companies Based on Transfer Entropy (2014)Information diffusion, cluster formation and entropy-based network dynamics in equity and commodity markets (2016)RTransferEntropy — Quantifying information flow between different time series using effective transfer entropy (2019)
this work references cited by second hop

References

  • 2009Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables1,149 cited
  • 2012Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy148 cited
  • 2013Using transfer entropy to measure information flows between financial markets127 cited
  • 2013Information Flow in a Kinetic Ising Model Peaks in the Disordered Phase123 cited
  • 2015Estimating the decomposition of predictive information in multivariate systems110 cited

Cited by

  • 2019Multilevel assessment of mental stress via network physiology paradigm using consumer wearable devices47 cited

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