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In (Ansari-Asl et al. 2006; Kreuz et al. 2007), linear interdependency measures has been compared to a number of non-linear interdependency measures (including the PLI) on a theoretical basis, using models and numerical simulations.
Each of the nonlinear bSPM accounts for a particular nonlinear interdependency but can assess the linear interdependency as well.
The correlation coefficient is strongly related to another widely used linear interdependency measure called coherence (Nunez et al. 1997; Ansari-Asl et al. 2005).
Both measures r and g have range [0 … 1], just as the PLI, and can be naturally associated with linear interdependency.
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VAR is a statistical model that captures the linear interdependencies among multiple time series.
The cell-to-cell variability remained relatively low at stages 43 47, and different electrophysiological parameters were more random with respect to each other, both in terms of clustering and linear interdependencies between different variables.
It hints at the complex, non-linear interdependencies that link the scientific and technological domains.
These decisions involve significant uncertainty, multiple stakeholder groups, competing objectives, and dynamic, non-linear interdependencies which test the limits of unaided human judgment.
Synchronization likelihood (SL) is a very general method that estimates both linear and non-linear interdependencies in MEG signals from different channels[20].
From these recordings, the synchronization likelihood (SL), a common method that estimates both linear and non-linear interdependencies between MEG signals, was calculated within and between brain regions, and within standard frequency bands (delta, theta, alpha1, alpha2, beta and gamma).
From the BSC we adopted the three domains of performance monitoring that were relevant to NIHR (financial performance, internal processes and interactions with external parties), which enabled us to take account of the non-linear interdependencies of the research process.
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