Fisher information for a bivariate extreme value distribution

Abstract

A representation of Lee (1979) is used to give an explicit algebraic formula for the 5×5-dimensional Fisher information matrix for Gumbel's (1960) bivariate Type II distribution of extreme values with Weibull marginals. Numerical evaluations show that our parameterization makes the dependence parameter almost exactly orthogonal to the two marginal scale parameters.