Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy

Momentary information transfer as a coupling measure of time series

(2011) Bernd Pompe et al.   PHYSICAL REVIEW E

Predicting Catastrophes in Nonlinear Dynamical Systems by Compressive Sensing

(2011) Wen-Xu Wang et al.   PHYSICAL REVIEW LETTERS

Graphical modelling of multivariate time series

(2011) Michael Eichler   PROBABILITY THEORY AND RELATED FIELDS

Distinguishing Direct from Indirect Interactions in Oscillatory Networks with Multiple Time Scales

(2010) Jakob Nawrath et al.   PHYSICAL REVIEW LETTERS

The backbone of the climate network

(2009) J. F. Donges et al.   EPL

Estimating causal dependencies in networks of nonlinear stochastic dynamical systems

(2009) Linda Sommerlade et al.   PHYSICAL REVIEW E

Measuring interdependences in dissipative dynamical systems with estimated Fokker-Planck coefficients

(2008) Jens Prusseit et al.   PHYSICAL REVIEW E

Inferring the directionality of coupling with conditional mutual information

(2008) Martin Vejmelka et al.   PHYSICAL REVIEW E

Kernel Method for Nonlinear Granger Causality

(2008) Daniele Marinazzo et al.   PHYSICAL REVIEW LETTERS