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URL: http://cran.r-project.org/web/packages/muma/
Proper Citation: MUMA (RRID:SCR_002412)
Description: Software that provides guidelines for the whole process of metabolomic data interpretation, from data pre-processing, to dataset exploration and visualization, to identification of potentially interesting metabolites. Guidelines outline the following processes: 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); and Ratio Analysis Nuclear Magnetic Resonance (NMR) Spectroscopy (RANSY).
Abbreviations: MUMA
Synonyms: Metabolomics Univariate and Multivariate Analysis (MUMA), Metabolomic Univariate and Multivariate Analysis
Resource Type: software application, software resource, standalone software
Keywords: standalone software, mac os x, unix/linux, windows, r, metabolomics, univariate, multivariate, data analysis
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Source: SciCrunch Registry