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Multivariate Analysis

Any of several methods for examining multiple variables at the same time. Usage varies. (a) Stricter usage reserves the term for designs with two or more independent variables and two or more dependent variables. (b) More loosely, multivariate analysis applies to designs with more than one independent variable or more than one dependent variable or both. Whichever usage you prefer, either allows researchers to examine the relation between two variables while simultaneously controlling for the influence of other variables. Examples include path analysis, factor analysis, multiple regression analysis, MANOVA, LISREL, canonical correlations, and discriminant analysis.