971 citations · 1.6k across the 23 of their papers we have counts for
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physics.data-an2013★ 99 cited
Disentangling different types of El Niño episodes by evolving climate network analysis
Alexander Radebach, Reik V. Donner, Jakob Runge +2
Complex network theory provides a powerful toolbox for studying the structure of statistical interrelationships between multiple time series in various scientific disciplines. In t…
math.ST2013★ 1 cited
On the graph-theoretical interpretation of Pearson correlations in a multivariate process and a novel partial correlation measure
Jakob Runge
The dependencies of the lagged (Pearson) correlation function on the coefficients of multivariate autoregressive models are interpreted in the framework of time series graphs. Time…
physics.data-an2013
Comment on Wibral et al. (2013): Measuring information-transfer delays, PloS ONE 8(2): e55809
Jakob Runge
Wibral et al. propose a measure of interaction delays rooted in an information-theoretic framework and contrast their measure with the bivariate momentary information transfer (MIT…