Sensitivity and specificity of coherence and phase synchronization analysis

Matthias Winterhalder; Bjoern Schelter; Juergen Kurths; Andreas Schulze-Borthage; Jens Timmer

doi:10.1016/j.physleta.2006.03.018

Sensitivity and specificity of coherence and phase synchronization analysis

Matthias Winterhalder, Bjoern Schelter, Juergen Kurths, Andreas Schulze-Borthage, Jens Timmer

Physics

Freiburg Center for Data Analysis and Modeling (FDM); Albert-Ludwigs-Universität Freiburg

Research output: Contribution to journal › Article › peer-review

33 Citations (Scopus)

Abstract

In this Letter, we show that coherence and phase synchronization analysis are sensitive but not specific in detecting the correct class of underlying dynamics. We propose procedures to increase specificity and demonstrate the power of the approach by application to paradigmatic dynamic model systems. (c) 2006 Elsevier B.V. All rights reserved.

Original language	English
Pages (from-to)	26-34
Number of pages	9
Journal	Physics Letters A
Volume	356
Issue number	1
Early online date	20 Mar 2006
DOIs	https://doi.org/10.1016/j.physleta.2006.03.018
Publication status	Published - 24 Jul 2006

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10.1016/j.physleta.2006.03.018

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title = "Sensitivity and specificity of coherence and phase synchronization analysis",

abstract = "In this Letter, we show that coherence and phase synchronization analysis are sensitive but not specific in detecting the correct class of underlying dynamics. We propose procedures to increase specificity and demonstrate the power of the approach by application to paradigmatic dynamic model systems. (c) 2006 Elsevier B.V. All rights reserved.",

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AU - Kurths, Juergen

AU - Schulze-Borthage, Andreas

AU - Timmer, Jens

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AB - In this Letter, we show that coherence and phase synchronization analysis are sensitive but not specific in detecting the correct class of underlying dynamics. We propose procedures to increase specificity and demonstrate the power of the approach by application to paradigmatic dynamic model systems. (c) 2006 Elsevier B.V. All rights reserved.

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DO - 10.1016/j.physleta.2006.03.018

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SP - 26

EP - 34

JO - Physics Letters A

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Sensitivity and specificity of coherence and phase synchronization analysis

Abstract

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