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Estimation of Sparse Directed Acyclic Graphs for Multivariate Counts Data

The next-generation sequencing data, called high throughput sequencing data, are recorded as count data, which is generally far from normal distribution. Under the assumption that the count data follow the Poisson log-normal distribution, this paper provides an L(1)-penalized likelihood framework an...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Han, Sung Won, Zhong, Hua
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4975686/
https://ncbi.nlm.nih.gov/pubmed/26849781
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12467
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