ABSTRACT
Abstract. Geometrical concepts, including distance functions be-· tween observations, geometric variabilities and proximity functions, are used to develop some new aspects of multivariate analysis. These include the influence of principal components in comparing populations, the detection of atypical observations in discrimination with mixed variables, and the construction of orthogonal expansions for a continuous random variable. Some illustrations are given using two well-known data sets.
