This article addresses extraction of physically meaningful information from STEM EELS and EDX spectrum-images using methods Multivariate Statistical Analysis. The problem is interpreted in terms data distribution a multi-dimensional factor space, which allows for straightforward intuitively clear comparison various approaches. A new computationally efficient robust method finding endmembers spe...