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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biometrics
Prif Awduron: Han, Sung Won, Zhong, Hua
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein: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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