Section 6 (analysis and visualization of lipidomics data)

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capute_6 LIPID MAPS Statistical Analysis Tools Lipid Data Analyzer (LDA) Lipostar 2.0 MS-DIAL MZmine MetaboAnalyst 5.0 XCMS Online
Data normalization/scaling yes yes yes yes yes yes no
Missing value estimation yes no yes yes yes yes yes
Univariate methods yes no yes yes yes yes yes
Multivariate methods yes no yes yes yes yes yes
Clustering and correlation yes no yes yes yes yes no
Classification and feature selection yes no yes yes no yes no