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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).
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Package details |
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| Author | Edoardo Gaude, Francesca Chignola, Dimitrios Spiliotopoulos, Silvia Mari, Andrea Spitaleri and Michela Ghitti |
| Maintainer | Edoardo gaude <egaude541@gmail.com> |
| License | GPL-2 |
| Version | 1.4 |
| Package repository | View on CRAN |
| Installation |
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