Causality in Reversed Time Series: Reversed or Conserved?

Time-Reversibility, Causality and Compression-Complexity

(2021) Aditi Kathpalia et al.   Entropy

Granger Causality on forward and Reversed Time Series

(2021) Martina Chvosteková et al.   Entropy

Causal network discovery by iterative conditioning: Comparison of algorithms

(2020) Jakub Kořenek et al.   CHAOS

Causality, dynamical systems and the arrow of time

(2018) Milan Paluš et al.   CHAOS

Validity of Time Reversal for Testing Granger Causality

(2016) Irene Winkler et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Is First-Order Vector Autoregressive Model Optimal for fMRI Data?

(2015) Chee-Ming Ting et al.   NEURAL COMPUTATION

Identifying causal gateways and mediators in complex spatio-temporal systems

(2015) Jakob Runge et al.   Nature Communications

Non-linear dependence and teleconnections in climate data: sources, relevance, nonstationarity

(2013) Jaroslav Hlinka et al.   CLIMATE DYNAMICS

Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information

(2013) Jaroslav Hlinka et al.   Entropy

A critical assessment of connectivity measures for EEG data: A simulation study

(2012) Stefan Haufe et al.   NEUROIMAGE

The role of nonlinearity in computing graph-theoretical properties of resting-state functional magnetic resonance imaging brain networks

(2011) D. Hartman et al.   CHAOS

Functional connectivity in resting-state fMRI: Is linear correlation sufficient?

(2010) Jaroslav Hlinka et al.   NEUROIMAGE

Entropy production and the arrow of time

(2009) J M R Parrondo et al.   NEW JOURNAL OF PHYSICS

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

(2009) Lionel Barnett et al.   PHYSICAL REVIEW LETTERS

Robustly Estimating the Flow Direction of Information in Complex Physical Systems

(2008) Guido Nolte et al.   PHYSICAL REVIEW LETTERS