Multivariate analysis is a statistical technique that analyzes multiple dependent variables simultaneously influenced by independent variables. It provides more accurate and realistic conclusions than single-variable analyses, as it accounts for interactions between factors. However, multivariate analysis requires complex computations on large datasets, making it time-consuming.