Sparse Gaussian graphical model with missing values

Recent advances in measurement technology have enabled us to measure various omic layers, such as genome, transcriptome, proteome, and metabolome layers. The demand for data analysis to determine the network structure of the interaction between molecular species is increasing. The Gaussian graphical...

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Bibliographic Details
Main Authors: Shinsuke Uda, Hiroyuki Kubota
Format: Article
Language:English
Published: FRUCT 2017-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct21/files/Uda.pdf