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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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發表在:Comput Math Methods Med
Main Authors: Lee, JungJun, Kim, SungHwan, Jhong, Jae-Hwan, Koo, Ja-Yong
格式: Artigo
語言:Inglês
出版: Hindawi 2018
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在線閱讀: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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