Package: o2plsda
Type: Package
Title: Multiomics Data Integration
Version: 0.0.26
Authors@R: c(person("Kai","Guo",email = "guokai8@gmail.com",
           role = c("aut", "cre")
          ),
          person("Junguk","Hur",role = "aut"),
          person("Eva","Feldman",role = "aut")
          )
Description: 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. 
License: GPL-3
Imports: Rcpp (>= 1.0.7), dplyr, magrittr, parallel, ggplot2, ggrepel,
        methods, stats
Depends:
Encoding: UTF-8
Suggests: knitr, markdown, rmarkdown, MASS
VignetteBuilder: knitr
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.3
NeedsCompilation: yes
Repository: CRAN
Packaged: 2025-12-01 04:14:53 UTC; bioguo
Author: Kai Guo [aut, cre],
  Junguk Hur [aut],
  Eva Feldman [aut]
Maintainer: Kai Guo <guokai8@gmail.com>
Date/Publication: 2025-12-01 08:30:08 UTC
Built: R 4.4.1; x86_64-apple-darwin20; 2025-12-01 20:27:47 UTC; unix
Archs: o2plsda.so.dSYM
