Sensitivity and specificity of coherence and phase synchronization analysis

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

Research output: Contribution to journalArticle

31 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 languageEnglish
Pages (from-to)26-34
Number of pages9
JournalPhysics Letters A
Volume356
Issue number1
Early online date20 Mar 2006
DOIs
Publication statusPublished - 24 Jul 2006

Cite this

Sensitivity and specificity of coherence and phase synchronization analysis. / Winterhalder, Matthias; Schelter, Bjoern; Kurths, Juergen; Schulze-Borthage, Andreas; Timmer, Jens.

In: Physics Letters A, Vol. 356, No. 1, 24.07.2006, p. 26-34.

Research output: Contribution to journalArticle

Winterhalder, Matthias ; Schelter, Bjoern ; Kurths, Juergen ; Schulze-Borthage, Andreas ; Timmer, Jens. / Sensitivity and specificity of coherence and phase synchronization analysis. In: Physics Letters A. 2006 ; Vol. 356, No. 1. pp. 26-34.
@article{291b631a0e90443caacda6cc60c6030e,
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.",
author = "Matthias Winterhalder and Bjoern Schelter and Juergen Kurths and Andreas Schulze-Borthage and Jens Timmer",
year = "2006",
month = "7",
day = "24",
doi = "10.1016/j.physleta.2006.03.018",
language = "English",
volume = "356",
pages = "26--34",
journal = "Physics Letters A",
issn = "0375-9601",
publisher = "Elsevier",
number = "1",

}

TY - JOUR

T1 - Sensitivity and specificity of coherence and phase synchronization analysis

AU - Winterhalder, Matthias

AU - Schelter, Bjoern

AU - Kurths, Juergen

AU - Schulze-Borthage, Andreas

AU - Timmer, Jens

PY - 2006/7/24

Y1 - 2006/7/24

N2 - 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.

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.

U2 - 10.1016/j.physleta.2006.03.018

DO - 10.1016/j.physleta.2006.03.018

M3 - Article

VL - 356

SP - 26

EP - 34

JO - Physics Letters A

JF - Physics Letters A

SN - 0375-9601

IS - 1

ER -