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Correlation analysis of ordered symmetrically dependent observations and their concomitants of order statistics
Authors:Marios A G Viana  Hak‐Myung Lee
Abstract:Given two jointly observed random vectors Y and Z of the same dimension, let Y be a reordered version of Y and Z the resulting vector of concomitants of order statistics. When X is a covariate of interest, also jointly observed with Y, the authors obtain the joint covariance structure of (X, y, Z) and the related correlation parameters explicitly, under the assumption that the vector (X, Y, Z) is normal and that its joint covariance structure is permutation symmetric. They also discuss extensions to elliptically contoured distributions.
Keywords:Concomitants  order statistics  permutation symmetry
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