Experimental approach for testing the uncoupling between cardiovascular variability series

Luca Faes, Luca Faes, Giandomenico Nollo, Renzo Antolini

Risultato della ricerca: Article

4 Citazioni (Scopus)

Abstract

In cardiovascular variability analysis, the significance of the coupling between two series is commonly assessed by defining a zero level on the magnitude-squared coherence (MSC). Although the use of the conventional value of 0.5 does not consider the dependence of MSC estimates on the analysis parameters, a theoretical threshold Ttis available only for the weighted covariance (WC) estimator. In this study, an experimental threshold for zero coherence Tewas derived by a statistical test from the sampling distribution of MSC estimated on completely uncoupled time series. MSC was estimated by the WC method (Parzen window, spectral bandwidth B = 0.015, 0.02, 0.025, 0.03 Hz) and by the parametric autoregressive (AR) method (model order M = 4, 8, 12, 16), on time series with length L = 180, 300, 420, 540 s. Tedecreased with increasing B and L and with decreasing M (range: 0.11-0.54 for WC estimator, 0.06-0.46 for AR estimator). Values for the typical parameter settings of WC and AR estimation (B = 0.025 Hz;- M = 8; L = 300 s) were, respectively, 0.24 and 0.17. Moreover, Ttwas always higher (range: 0.12-0.65) and the results were less dependable than those for Tein defining the zero level of MSC. Thus, with the proposed method, the hypothesis of uncoupling is rejected by accounting for the parameters that affect the confidence of spectral and cross-spectral estimates. The broad applicability of this approach should favour its introduction for assessing the significance of the coupling between cardiovascular variability series.
Lingua originaleEnglish
pagine (da-a)565-570
Numero di pagine6
RivistaMEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
Volume40
Stato di pubblicazionePublished - 2002

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering
  • Computer Science Applications

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