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Objective Bayesian Edge Screening and Structure Selection for Ising Networks

The Ising model is one of the most widely analyzed graphical models in network psychometrics. However, popular approaches to parameter estimation and structure selection for the Ising model cannot naturally express uncertainty about the estimated parameters or selected structures. To address this is...

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Detalles Bibliográficos
Autores principales: Marsman, M., Huth, K., Waldorp, L. J., Ntzoufras, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021150/
https://www.ncbi.nlm.nih.gov/pubmed/35192102
http://dx.doi.org/10.1007/s11336-022-09848-8