Understanding the Variability in Graph Data Sets through Statistical Modeling on the Stiefel Manifold

Network analysis provides a rich framework to model complex phenomena, such as human brain connectivity. It has proven efficient to understand their natural properties and design predictive models. In this paper, we study the variability within groups of networks, i.e., the structure of connection s...

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Autores principales:	Clément Mantoux, Baptiste Couvy-Duchesne, Federica Cacciamani, Stéphane Epelbaum, Stanley Durrleman, Stéphanie Allassonnière
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2021-04-01
Colección:	Entropy
Materias:	network modeling network variability Stiefel manifold MCMC-SAEM data imputation
Acceso en línea:	https://www.mdpi.com/1099-4300/23/4/490
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