muma: Metabolomics Univariate and Multivariate Analysis

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).

Package details

AuthorEdoardo Gaude, Francesca Chignola, Dimitrios Spiliotopoulos, Silvia Mari, Andrea Spitaleri and Michela Ghitti
MaintainerEdoardo gaude <[email protected]>
Package repositoryView on CRAN
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muma documentation built on May 2, 2019, 9:45 a.m.