Robust network-based analysis of the associations between (epi)genetic measurements

With its important biological implications, modeling the associations of gene expression (GE) and copy number variation (CNV) has been extensively conducted. Such analysis is challenging because of the high data dimensionality, lack of knowledge regulating CNVs for a specific GE, different behaviors...

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Publié dans:	Journal of multivariate analysis. - 1998. - 168(2018) vom: 03. Nov., Seite 119-130
Auteur principal:	Wu, Cen (Auteur)
Autres auteurs:	Zhang, Qingzhao, Jiang, Yu, Ma, Shuangge
Format:	Article en ligne
Langue:	English
Publié:	2018
Accès à la collection:	Journal of multivariate analysis
Sujets:	Journal Article Copy number variation Gene expression Network structure Partially linear model Penalization Robust estimation