Multivariate analysis (MVA) is based on the  statistical principle of multivariate statistics, which involves observation and analysis of more than one statistical outcome variable at a time. In design and analysis, the technique is used to perform  trade studies across multiple  dimensions while taking into account the effects of all variables on the responses of interest.