- Unique identifier:
- Command line interface
- Operating system:
- Unix/Linux, Mac OS, Windows
- GNU General Public License version 3.0
- MASS, lattice, ggplot2
- Software type:
- Restrictions to use:
- Programming languages:
- Computer skills:
- Source code URL:
- sPLS-DA (Sparse Partial Least-Squares Discrim
- PLS DA
- DIABLO (Data Integration Analysis for Biomark
- Kim-Anh Le Cao <>
- Benoit Liquet <>
- MixOmics Team <>
No open topic.
(Liquet et al., 2012)
A novel approach for biomarker selection and the integration of repeated measures experiments from two assays.
PMID: 23216942 DOI: 10.1186/1471-2105-13-325
(Perez and Narasimhan, 2017)
So you think you can PLS-DA?
(Rohart et al., 2017)
mixOmics: An R package for 'omics feature selection and multiple data integration.
PLoS Comput Biol.
PMID: 29099853 DOI: 10.1371/journal.pcbi.1005752
MixMC: A Multivariate Statistical Framework to Gain Insight into Microbial Communities.
PMID: 27513472 DOI: 10.1371/journal.pone.0160169
(Singh et al., 2016)
DIABLO - an integrative, multi-omics, multivariate method for multi-group classification.
The University of Queensland Diamantina Institute, Translational Research Institute, Brisbane, QLD, Australia; UBC James Hogg Research Centre for Heart Lung Innovation, St. Paul’s Hospital, University of British Columbia, Vancouver, BC, Canada; Prevention of Organ Failure (PROOF) Centre of Excellence, Vancouver, BC, Canada; Centre for Systems Genomics and School of Mathematics and Statistics, University of Melbourne, VIC, Australia
Supported, in part, by the Australian Cancer Research Foundation (ACRF) for the Diamantina Individualised Oncology Care Centre at The University of Queensland Diamantina Institute and, in part, by the National Health and Medical Research Council (NHMRC) Career Development fellowship (APP1087415).
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