Exploration and integration with mixOmics our latest improvements
François Bartolo, Kim‐Anh Lê Cao · 2015
Mixomics is an R package dedicated to the exploration and integration of 'omics datasets (transcriptomics, proteomics, metabolomics etc.). Its first release to the CRAN in 2009 proposed statistical methodologies to integrate two ’omics data sets. Since then numerous methodologies and sparse variants have been implemented such as Generalized Canonical Correlation Analysis (GCCA) to integrate more than two datasets. These latest developments require effective computational optimisation and memory management.