The joint distribution of the sum and the maximum of heterogeneous exponential random variables

We derive the joint distribution of the sum and the maximum of n independent heterogeneous exponential random variables and provide a detailed description of this new stochastic model for n=2. This generalizes previous results for univariate distributions of the sum and the maximum of heterogeneous exponential random variables as well as their joint distribution in the homogeneous exponential case.