Efficient Simulation of a Bivariate Exponential Conditionals Distribution

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