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.
Package details |
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Author | Kai Guo [aut, cre], Junguk Hur [aut], Eva Feldman [aut] |
Maintainer | Kai Guo <guokai8@gmail.com> |
License | GPL-3 |
Version | 0.0.25 |
Package repository | View on CRAN |
Installation |
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