Title of article :
Geometric interpretation of the residual dependence coefficient
Author/Authors :
Nolde، نويسنده , , Natalia، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2014
Abstract :
The residual dependence coefficient was originally introduced by Ledford and Tawn (1996) [25] as a measure of residual dependence between extreme values in the presence of asymptotic independence. We present a geometric interpretation of this coefficient with the additional assumptions that the random samples from a given distribution can be scaled to converge onto a limit set and that the marginal distributions have Weibull-type tails. This result leads to simple and intuitive computations of the residual dependence coefficient for a variety of distributions.
Keywords :
Residual dependence coefficient , Sample clouds , limit set , geometric approach , Asymptotic independence , Multivariate density
Journal title :
Journal of Multivariate Analysis
Journal title :
Journal of Multivariate Analysis