Time Series Forecasting, Bayesian Machine Learning.
need to predict (or somehow know) the future values of those covariates as well. In reality the practitioner will need to use their domain expertise to generate reliable estimates of the predictors out into the future. In some cases, the best approach may be to just use another model to forecast