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Variable Selection and Joint Estimation of Mean and Covariance Models with an Application to eQTL Data

In genomic data analysis, it is commonplace that underlying regulatory relationship over multiple genes is hardly ascertained due to unknown genetic complexity and epigenetic regulations. In this paper, we consider a joint mean and constant covariance model (JMCCM) that elucidates conditional depend...

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Detalhes bibliográficos
Publicado no:Comput Math Methods Med
Main Authors: Lee, JungJun, Kim, SungHwan, Jhong, Jae-Hwan, Koo, Ja-Yong
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6036858/
https://ncbi.nlm.nih.gov/pubmed/30046352
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/4626307
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