statTarget
a graphical user interface R Package for QC-based signal correction and interpretations of mass spectrometry-based omics data. Dio: https://doi.org/10.1016/j.aca.2018.08.002
QC-RFSC is an accurate and efficient approach to remove inter- and intra- batch of unwanted variations.
For metabolomics and proteomics
Large-scale metabolomics and proteomics study, the use of multiple batches of biological samples, and analytical experiments.
Graphical user interface
statTarget is implemented in R (R ver. 3.3. +), a free and open source language, and using the RGTK2 graphical library.
QC-based signal correction
A method with high accuracy and precision for signal correction in metabolomics and proteomics data.
Visualization
Volcano plot, Box plot, and rich graph outputs.
Univariate analysis
Welch's t-test, Mann-Whitney-Wilcoxon test, ROC, Odd ratio.
Multivariate statistical analysis
PCA, PLS-DA, VIP, S-plot, Random forest, Permutation importance.