o2plsda
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 <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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.0.26 |
rolling linux/jammy R-4.5 | o2plsda_0.0.26.tar.gz |
434.7 KiB |
0.0.26 |
rolling linux/noble R-4.5 | o2plsda_0.0.26.tar.gz |
439.6 KiB |
0.0.26 |
rolling source/ R- | o2plsda_0.0.26.tar.gz |
219.5 KiB |
0.0.26 |
latest linux/jammy R-4.5 | o2plsda_0.0.26.tar.gz |
434.7 KiB |
0.0.26 |
latest linux/noble R-4.5 | o2plsda_0.0.26.tar.gz |
439.6 KiB |
0.0.26 |
latest source/ R- | o2plsda_0.0.26.tar.gz |
219.5 KiB |
0.0.26 |
2026-04-26 source/ R- | o2plsda_0.0.26.tar.gz |
219.5 KiB |
0.0.26 |
2026-04-23 source/ R- | o2plsda_0.0.26.tar.gz |
219.5 KiB |
0.0.26 |
2026-04-09 windows/windows R-4.5 | o2plsda_0.0.26.zip |
842.5 KiB |
0.0.25 |
2025-04-20 source/ R- | o2plsda_0.0.25.tar.gz |
216.3 KiB |