Multivariate statistics is a subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable. The application of multivariate statistics is multivariate analysis. This is required almost ubiquitously in spectral imaging.
https://en.wikipedia.org/wiki/Multivariate_statistics