In this paper, we discuss a Bayesian estimation procedure for the parameters in a Moran-Downton bivariate exponential distribution for complete and censored samples. Markov-chain Monte Carlo (MCMC) method is used to obtain the Bayes estimates of the parameters. An simulation experiment is conducted to study the performance of the proposed Bayesian estimation procedures. Discussions and suggestions are also provided based on the simulation results.