IEEE - Institute of Electrical and Electronics Engineers, Inc. - A novel framework for estimating time-varying multivariate autoregressive models and application to cardiovascular responses to acute exercise

Author(s): Kyriaki Kostoglou ; Andrew D. Robertson ; Bradley MacIntosh ; Georgios D. Mitsis
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2019.2903012
Regular:

Objective: We present a novel modeling framework for identifying time-varying (TV) couplings between time-series of biomedical relevance. Methods: The proposed methodology is based on multivariate... View More

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