Detecting long-lived autodependency changes in a multivariate system via change point detection and regime switching models

Long-lived simultaneous changes in the autodependency of dynamic system variables characterize crucial events as epileptic seizures and volcanic eruptions and are expected to precede psychiatric conditions. To understand and predict such phenomena, methods are needed that detect such changes in mult...

Descripción completa

Detalles Bibliográficos
Autores principales: Cabrieto, Jedelyn, Adolf, Janne, Tuerlinckx, Francis, Kuppens, Peter, Ceulemans, Eva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6199340/
https://www.ncbi.nlm.nih.gov/pubmed/30353143
http://dx.doi.org/10.1038/s41598-018-33819-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6199340/
https://www.ncbi.nlm.nih.gov/pubmed/30353143
http://dx.doi.org/10.1038/s41598-018-33819-8

Ejemplares similares