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ESTIMATING HETEROGENEOUS GRAPHICAL MODELS FOR DISCRETE DATA WITH AN APPLICATION TO ROLL CALL VOTING

We consider the problem of jointly estimating a collection of graphical models for discrete data, corresponding to several categories that share some common structure. An example for such a setting is voting records of legislators on different issues, such as defense, energy, and healthcare. We deve...

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Библиографические подробности
Опубликовано в: :Ann Appl Stat
Главные авторы: Guo, Jian, Cheng, Jie, Levina, Elizaveta, Michailidis, George, Zhu, Ji
Формат: Artigo
Язык:Inglês
Опубликовано: 2015
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC4865269/
https://ncbi.nlm.nih.gov/pubmed/27182289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/13-AOAS700
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