Linear multivariate models for physiological signal analysis: applications
Related Experiment Video
Updated: Nov 3, 2026

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 24, 2010
I Korhonen1, L Mainardi, G Baselli
1VIT Information Technology, Multimedia Systems, Tampere, Finland.
Abstract:
Some applications of linear multivariate modelling methods in the analysis of physiological signals are presented. These applications illustrate the methods in the analysis of cardiovascular dynamics, which has been one of the main application fields of the multivariate modelling during the last ten years. It is demonstrated that physiologically meaningful information about the causal interactions in the cardiovascular system can be drawn from the routinely available clinical signals. Both static and dynamic conditions are considered.
Related Concept Videos
Multi-input and Multi-variable systems
In the absence of...
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...