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...It has many aspects to it, such as co-integration of non-stationary time series. Seasonality models are also modeled by extending to SARIMA models. And then there are the analogous ARCH, GARCH, and a myriad of other AutoRegressive Conditional Heteroskedasticity type models that look at how conditional variance evolve through time. (read more)