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Estimating networks with jumps

We study the problem of estimating a temporally varying coefficient and varying structure (VCVS) graphical model underlying data collected over a period of time, such as social states of interacting individuals or microarray expression profiles of gene networks, as opposed to i.i.d. data from an inv...

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Autors principals: Kolar, Mladen, Xing, Eric P.
Format: Artigo
Idioma:Inglês
Publicat: 2012
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4085697/
https://ncbi.nlm.nih.gov/pubmed/25013533
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-EJS739
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