Therefore, we cannot use a simple normal distribution to predict and analyze changes in the basic sequence. In addition, in traditional calculation models, it is easy to ignore the information contained in the model residuals. The GARCH family model can solve this problem, can effectively deal with and solve the characteristics of time series spikes and thick tails, and can describe the characteristics of the base sequence well.
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