Hands-On Machine Learning for Algorithmic Trading

Bayesian time series models

PyMC3 includes AR(p) models that allow us to gain similar insights into the parameter uncertainty, as for the previous models. The bayesian_time_series notebook illustrates a time series model for one or more lags.