Title :
Blood pressure and pulse interval coupling: A copula approach
Author :
Dragana Bajic;Tatjana Loncar-Turukalo;Tamara Skoric;Nina Japundzic-Zigon
Author_Institution :
Department of Communications and Signal Processing, FTN-DEET University of Novi Sad, 21000, Serbia
Abstract :
In this paper a copula approach is applied as a tool for assessing the measure of statistical dependence of parallel cardiovascular time series. Families of Archimedean copulas (Clayton, Frank and Gumbel) are applied to pulse interval, systolic and diastolic blood pressure recorded from male Wistar rats at baseline conditions, and to their isodistributional surrogates with the same marginal, but randomized joint distribution functions. The influence of time offset of the parallel time series is explored. The amount of data required for a stable working point is discussed.
Keywords :
"Time series analysis","Delays","Rats","Histograms","Distribution functions","Blood pressure","Joints"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7320175