Weighted Coherence: A More Effective Measure Than Average Coherence |
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Authors: | Vikram Kumar Yeragani Arindam Barua Indu Sattiraju Nikhil Mallavarapu |
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Affiliation: | (1) Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Mcdicine, Detroit, MI;(2) Wayne State University School of Medicine, or Flat no. 103, Embassy Orchid, No. 38, 8th Main, 6th Cross, RMV Extn. Sadashiva Nagar, Bangalore, 560080, India;(3) V.T. University, Bangalore, India;(4) Armond Hammer United World College of the America West, Montezuma, New Mexico |
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Abstract: | In this study, we evaluated the effectiveness of the statistic, Weighted Coherence in relation to the average or mean coherence in a particular frequency band after cross-spectral analysis. In time domain, correlation coefficient explains the relationship between two variables of interest, and a similar statistic in frequency domain using cross-spectral analysis is referred to as coherence, which is equivalent to the squared correlation coefficient and ranges from zero to unity. In this study, we show that weighted coherence is much more sensitive to various challenges within the same subject and also may be a more sensitive indicator of group differences in different frequency bands. Our data on normal subjects and patients with panic disorder during supine and standing postures during normal breathing, and also at different breathing rates throw new light on the sensitivity of this previously described novel index to quantify coherence between two related time series such as beat-to-beat heart rate and QT interval. |
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Keywords: | anxiety weighted coherence respiration cross-spectral heart rate QT interval |
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