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Indeed econometrics has come of age and it has produced a solid body of theory and host of applications in both economics and allied sciences. Consequently, this volume III is design to fill the vacuum that existed in the previously published volume I and II. Structural break models, regime switching models, dynamic stochastic general equilibrium models (DSGE) and Agent based-Computations Economics (ACE) are the major focus of this book.