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Network modeling and integrative analysis of high-dimensional genomic data
(2020-05-07)
Genomic data describe biological systems on the molecular level and are, due to the immense diversity of life, high-dimensional. Network modeling and integrative analysis are powerful methods to interpret genomic data. ...
Resampling in network modeling of high-dimensional genomic data
(University of Gothenburg and Chalmers University of Technology, 2017)
Network modeling is an effective approach for the interpretation of
high-dimensional data sets for which a sparse dependence structure can
be assumed. Genomic data is a challenging and important example. In
genomics, ...