Multiomics Data Integration

Provides functions to do 'O2PLS-DA' analysis for multiple omics data integration. The algorithm came from "O2-PLS, a two-block (X±Y) latent variable regression (LVR) method with an integral OSC filter" which published by Johan Trygg and Svante Wold at 2003 . 'O2PLS' is a bidirectional multivariate regression method that aims to separate the covariance between two data sets (it was recently extended to multiple data sets) (Löfstedt and Trygg, 2011 ; Löfstedt et al., 2012 ) from the systematic sources of variance being specific for each data set separately.


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install.packages("o2plsda")

0.0.12 by Kai Guo, 8 days ago


Browse source code at https://github.com/cran/o2plsda


Authors: Kai Guo [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, dplyr, magrittr, parallel, ggplot2, ggrepel, methods, stats

Suggests knitr, markdown, rmarkdown

Linking to Rcpp, RcppArmadillo, RcppEigen


See at CRAN