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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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Bibliografske podrobnosti
izdano v:Biometrics
Main Authors: Han, Sung Won, Zhong, Hua
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop: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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