Estimating the Components of a Mixture of Extremal Distributions under Strong Dependence

In this paper, we provide a method based on quantiles to estimate the parameters of finite mixture Fréchet distributions, for large sample strongly dependent data. This is situation that appears when dealing with environmental data and there was real need such method. We validate our approach by means estimation goodness-of-fit testing over simulated data, showing an accurate performance.