Emphasizing the impact of computer software and computational technology on econometric theory and development, this reference presents advances in the application of computerized tools to econometric techniques and practices, focusing on innovations in Monte Carlo simulation, computer-aided testing, model selection and Bayesian methodology for improved econometric analyses.