Time Series Forecasting, Bayesian Machine Learning.
efficacy of the additional covariates in the model — we’ll come to that next. One-Step-Ahead Predictions The plot above shows the output from the Bayesian forecast. It shows one-step-ahead predictions with a 95% Credible Interval. This differs from ARIMA, which produces in-sample predictions. An