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Joint Estimation of Multiple Graphical Models from High Dimensional Time Series

In this manuscript we consider the problem of jointly estimating multiple graphical models in high dimensions. We assume that the data are collected from n subjects, each of which consists of T possibly dependent observations. The graphical models of subjects vary, but are assumed to change smoothly...

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Dades bibliogràfiques
Publicat a:J R Stat Soc Series B Stat Methodol
Autors principals: Qiu, Huitong, Han, Fang, Liu, Han, Caffo, Brian
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4767508/
https://ncbi.nlm.nih.gov/pubmed/26924939
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12123
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