The book presents a systematic and operational approach to econometric modelling of time series subject to shifts in regime. The first part gives a comprehensive mathematical and statistical analysis of the Markov-switching vector autoregressive model. It deals with the theoretical properties...

This volume is an introduction to stochastic processes and their statistics. Basic stochastic processes are developed from real world situations to the need for generating mathematical models, while at the same time students learn to apply theoretical models. The lessons cover basic stochastic...