Interval estimation of for generalized Pareto distribution

This paper deals with the interval estimation of P ( Y < X ) when X and Y are two independent generalized Pareto random variables with a common scale parameters. An asymptotic confidence interval for P ( Y < X ) is constructed based on the modified signed log-likelihood ratio statistic. Monte Carlo simulations are performed to illustrate the accuracy of the proposed method.