Statistics Toolbox for Study: ST000406

Title: Noninvasive Recognition and Biomarkers of Early Allergic Asthma in Cats using Multivariate Statistics of NMR Spectra of Exhaled Breath Condensate

Run analyses on NMR data in Study ST000406 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 (not applicable)
• Perform Partial least-squares discriminant analysis (PLS-DA)