muma (1.4)

1 user

Metabolomics Univariate and Multivariate Analysis.

http://cran.r-project.org/web/packages/muma

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).

Maintainer: Edoardo Gaude
Author(s): Edoardo Gaude, Francesca Chignola, Dimitrios Spiliotopoulos, Silvia Mari, Andrea Spitaleri and Michela Ghitti

License: GPL-2

Uses: bitops, car, caTools, gplots, gtools, mvtnorm, pcaPP, pdist, pls, robustbase, rrcov

Released about 6 years ago.


4 previous versions

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