On the asymptotic behaviour of the joint distribution of the maxima and minima of observations, when the sample size is a random variable

Abstract

In this paper, we obtain the asymptotic form of the joint distribution of maxima and minima of independent observations, when the sample size is a random variable. We also discuss the asymptotic distribution of the Range.