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 <doi:10.1002/cem.775>. '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 <doi:10.1002/cem.1388>; Löfstedt et al., 2012 <doi:10.1016/j.aca.2013.06.026>) from the systematic sources of variance being specific for each data set separately.
Version: 0.0.25 Imports: Rcpp (≥ 1.0.7), dplyr, magrittr, parallel, ggplot2, ggrepel, methods, stats LinkingTo: Rcpp, RcppArmadillo Suggests: knitr, markdown, rmarkdown Published: 2024-07-18 DOI: 10.32614/CRAN.package.o2plsda Author: Kai Guo [aut, cre], Junguk Hur [aut], Eva Feldman [aut] Maintainer: Kai Guo <guokai8 at gmail.com> License: GPL-3 NeedsCompilation: yes Materials: README In views: Omics CRAN checks: o2plsda results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=o2plsda to link to this page.
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