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- W4308411438 abstract "A general framework for modeling dependence in multivariate time series is presented. Its fundamental approach relies on decomposing each signal inside a system into various frequency components and then studying the dependence properties through these oscillatory activities. The unifying theme across the paper is to explore the strength of dependence and possible lead-lag dynamics through filtering. The proposed framework is capable of representing both linear and non-linear dependencies that could occur instantaneously or after some delay (lagged dependence). Examples for studying dependence between oscillations are illustrated through multichannel electroencephalograms. These examples emphasized that some of the most prominent frequency domain measures such as coherence, partial coherence, and dual-frequency coherence can be derived as special cases under this general framework. Related approaches for modeling dependence through phase-amplitude coupling and causality of (one-sided) filtered signals are also introduced." @default.
- W4308411438 created "2022-11-11" @default.
- W4308411438 creator A5022587472 @default.
- W4308411438 creator A5090565883 @default.
- W4308411438 date "2022-11-01" @default.
- W4308411438 modified "2023-10-13" @default.
- W4308411438 title "Spectral Dependence" @default.
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