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Because there is no (publicly accessible?) viable alternative and classical models are good enough. There are models that explicitly address the irregularities of tick data. For example, Hawkes processes model the irregular time spacing of the observations, event clustering and autocorrelation. However, the math is very complicated, there are very few ...


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