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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Bibliographische Detailangaben

Veröffentlicht in:	Journal of multivariate analysis. - 1998. - 168(2018) vom: 28. Nov., Seite 119-130
1. Verfasser:	Wu, Cen (VerfasserIn)
Weitere Verfasser:	Zhang, Qingzhao, Jiang, Yu, Ma, Shuangge
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2018
Zugriff auf das übergeordnete Werk:	Journal of multivariate analysis
Schlagworte:	Journal Article Copy number variation Gene expression Network structure Partially linear model Penalization Robust estimation