7 citations · 9 across the 4 of their papers we have counts for
4 papers
Total/dual correlation/coherence, redundancy/synergy, complexity, and O-information for real and complex valued multivariate data
Roberto D. Pascual-Marqui, Kieko Kochi, Toshihiko Kinoshita
Firstly, assuming Gaussianity, equations for the following information theory measures are presented: total correlation/coherence (TC), dual total correlation/coherence (DTC), O-in…
Distance-based Chatterjee correlation: a new generalized robust measure of directed association for multivariate real and complex-valued data
Roberto D. Pascual-Marqui, Kieko Kochi, Toshihiko Kinoshita
Building upon the Chatterjee correlation (2021: J. Am. Stat. Assoc. 116, p2009) for two real-valued variables, this study introduces a generalized measure of directed association b…
Lagged coherence: explicit and testable definition
Roberto D. Pascual-Marqui, Kieko Kochi, Toshihiko Kinoshita
Measures of association between cortical regions based on activity signals provide useful information for studying brain functional connectivity. Difficulties occur with signals of…
Isolated effective coherence (iCoh): causal information flow excluding indirect paths
RD Pascual-Marqui, RJ Biscay, J Bosch-Bayard +5
A problem of great interest in real world systems, where multiple time series measurements are available, is the estimation of the intra-system causal relations. For instance, elec…