| We primary discuss the extreme value theory for multiplicative time series models in this paper. A short introduction to the classical extreme value theory is firstly given in Chapter 2. In Chapter 3, we study the causes of the extreme values for multiplicative time series models via simulation. A new method of estimate the extremal index for multiplicative time series model is studied in Chapter 4. Finally ,we apply the new approach to some real time series data.
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