Statistics Toolbox for Study: ST000487

Title: Impacts of high-fat diet (HFD), high-carbohydrate diet (HCD) and high-fat-high-carbohydrate diet (HFHCD) on metabolites in a farmed cyprinid fish Megalobrama amblycephala.

Run analyses on NMR data in Study ST000487 Dataset: NMR analysis

Normalization and averaging

• Perform normalization on data

Clustering and correlation

• Perform Clustered correlation analysis

Univariate analysis

• Perform Volcano plot analysis

Multivariate analysis

• Perform Principal component analysis
• Perform Linear discriminant analysis
• Perform Partial least-squares discriminant analysis (PLS-DA)