Distributions of Quadratic Forms and Cochran's Theorem for Elliptically Contoured Distributions and their Applications.

摘要

This paper extends the theory of the distributions of quadratic forms and Cochran's theorem from normal populations to elliptically contoured distributions. Some interesting applications are discussed. In addition, some properties of quadratic forms of normal distributions are shown, in fact, to characterize normality. (Author)