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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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Detalhes bibliográficos
Publicado no:J R Stat Soc Series B Stat Methodol
Main Authors: Qiu, Huitong, Han, Fang, Liu, Han, Caffo, Brian
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha: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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