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Bayesian time-aligned factor analysis of paired multivariate time series

Many modern data sets require inference methods that can estimate the shared and individual-specific components of variability in collections of matrices that change over time. Promising methods have been developed to analyze these types of data in static cases, but only a few approaches are availab...

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Detalles Bibliográficos
Autores principales: Roy, Arkaprava, Borg, Jana Schaich, Dunson, David B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221555/
https://www.ncbi.nlm.nih.gov/pubmed/35754922