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Kernel-based joint independence tests for multivariate stationary and non-stationary time series

Multivariate time-series data that capture the temporal evolution of interconnected systems are ubiquitous in diverse areas. Understanding the complex relationships and potential dependencies among co-observed variables is crucial for the accurate statistical modelling and analysis of such systems....

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Detalles Bibliográficos
Autores principales: Liu, Zhaolu, Peach, Robert L., Laumann, Felix, Vallejo Mengod, Sara, Barahona, Mauricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685129/
https://www.ncbi.nlm.nih.gov/pubmed/38034126
http://dx.doi.org/10.1098/rsos.230857