A central medium for the publication of important research in the general area of multivariate analysis, the Journal of Multivariate Analysis presents articles on fundamental theoretical aspects of the field as well as on other aspects concerned with significant applications of new theoretical methods. Although articles addressing univariate analysis are considered for publication, particular attention is given to papers that discuss problems concerned with more than one variable.