Preprocessing of high-throughput data (normalization and
scalings); Principal Component Analysis with help tool for
choosing best-separating principal components and automatic
testing for outliers; automatic univariate analysis for
parametric and non-parametric data, with generation of specific
reports (volcano and box plots); partial least square
discriminant analysis (PLS-DA); orthogonal partial least square
discriminant analysis (OPLS-DA); Statistical Total Correlation
Spectroscopy (STOCSY); Ratio Analysis Nuclear Magnetic
Resonance (NMR) Spectroscopy (RANSY).
| Version: |
1.4 |
| Depends: |
car, pdist, pls, gplots, mvtnorm, robustbase, gtools, bitops, caTools, pcaPP, rrcov |
| Published: |
2012-12-03 |
| Author: |
Edoardo Gaude, Francesca Chignola, Dimitrios Spiliotopoulos,
Silvia Mari, Andrea Spitaleri and Michela Ghitti |
| Maintainer: |
Edoardo gaude <egaude541 at gmail.com> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| CRAN checks: |
muma results |