Accession Number : ADA186316
Title : On the Extreme Points of the Set of All 2xn Bivariate Positive Quadrant Dependent Distributions with Fixed Marginals and Some Applications.
Descriptive Note : Technical rept.,
Corporate Author : PITTSBURGH UNIV PA CENTER FOR MULTIVARIATE ANALYSIS
Personal Author(s) : Subramanyam, K ; Bhaskara Rao, M
PDF Url : ADA186316
Report Date : Jun 1987
Pagination or Media Count : 25
Abstract : The set of all bivariate distributions with support contained in ((i.j); i = 1,2 and j = 1,2..., n) which are positive quadrant dependent is a convex set. In the paper, an algebraic method is presented for the enumeration of all extreme points of this convex set. Certain measures of dependence, including Kendall's tau, are shown to be affine functions on this convex set. This property of being affine helps us to evaluate the asymptotic power of tests based on these measures of dependence for testing the hypothesis of independence against strict positive quadrant dependence. Keywords: Multivariate analysis; Asymptotic; Random variables; Probability distribution functions.
Descriptors : *BIVARIATE ANALYSIS, *CONVEX SETS, *PROBABILITY DISTRIBUTION FUNCTIONS, ALGEBRA, DISTRIBUTION, HYPOTHESES, MULTIVARIATE ANALYSIS, QUADRANTS, RANDOM VARIABLES, ASYMPTOTIC NORMALITY
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE