Abstract:
We study the asymptotic behavior of P(X−Y>u) as u→∞, where X is subexponential, Y is positive, and the random variables X and Y may be dependent. We give criteria under which the subtraction of Y does not change the tail behavior of X. It is also studied under which conditions the comonotonic copula represents the worst-case scenario for the asymptotic behavior in the sense of minimizing the tail of X−Y. Some explicit construction of the worst-case copula is provided in other cases.
Keywords:
subexponential random variables, differences, dependence, copulas, mean excess function.