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Gene Network Reconstruction using Global-Local Shrinkage Priors*

Reconstructing a gene network from high-throughput molecular data is an important but challenging task, as the number of parameters to estimate easily is much larger than the sample size. A conventional remedy is to regularize or penalize the model likelihood. In network models, this is often done l...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: Leday, Gwenaël G.R., de Gunst, Mathisca C.M., Kpogbezan, Gino B., van der Vaart, Aad W., van Wieringen, Wessel N., van de Wiel, Mark A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5388190/
https://ncbi.nlm.nih.gov/pubmed/28408966
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