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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.0.12 by Kai Guo, 8 days ago

Browse source code at

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