Package: o2plsda
Type: Package
Title: Multiomics Data Integration
Version: 0.0.12
Date: 2021-11-15
Author: Kai Guo [aut, cre]
Maintainer: Kai Guo <guokai8@gmail.com>
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
VignetteBuilder: knitr
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
RoxygenNote: 7.1.1
NeedsCompilation: yes
Packaged: 2021-11-18 14:56:49 UTC; bioguo
Repository: CRAN
Date/Publication: 2021-11-19 07:20:02 UTC
