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).
|Author||Edoardo Gaude, Francesca Chignola, Dimitrios Spiliotopoulos, Silvia Mari, Andrea Spitaleri and Michela Ghitti|
|Date of publication||2012-12-03 18:20:37|
|Maintainer||Edoardo gaude <[email protected]>|
|Package repository||View on CRAN|
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