Statistical analysis of wines using a robust compositional biplot

► Phenolic acids determined in wines by gas chromatography-mass spectrometry. ► Application of centered log-ratio transformation for better data interpretation. ► Comparison of classical and robust versions of principal component analysis. ► Robust compositional biplot allows straightforward interpretation and explanation. ► Vanillic, syringic and gallic acid identified as supposed markers of red wines.