Efficient simulation of a bivariate exponential conditionals distribution

The bivariate distribution with exponential conditionals (BEC) is introduced by Arnold and Strauss [1988. Bivariate distributions with exponential conditionals, J. Amer. Statist. Assoc. 83, 522–527]. This work presents a simple and fast algorithm for simulating random variates from this density.