Parameter Changes in Time Series Models

We develop in this chapter the asymptotic theory surrounding change point methods for many popular time series models. Although up to this point we have generally taken into consideration potential serial dependence in the observations under study, in this chapter we are concerned with detecting change points in the parameters for models specifically designed to capture the serial dependence structure of a time series.