MetaboAnalyst

Select an analysis path to explore :

Univariate Analysis

Fold Change Analysis

One-way Analysis of Variance (ANOVA)

Correlation Heatmaps

Correlation Networks (DSPC)

Advanced Significance Analysis

Significance Analysis of Microarray (and Metabolites) (SAM)

Empirical Bayesian Analysis of Microarray (and Metabolites) (EBAM)

Chemometrics Analysis

Principal Component Analysis (PCA)

Partial Least Squares - Discriminant Analysis (PLS-DA)

Sparse Partial Least Squares - Discriminant Analysis (sPLS-DA)

Orthogonal Partial Least Squares - Discriminant Analysis (orthoPLS-DA)

Cluster Analysis

Hierarchical Clustering:

Partitional Clustering:

Self Organizing Map (SOM)

Classification & Feature Selection

Support Vector Machine (SVM)