Approximate leave-future-out cross-validation for Bayesian time series models

Paul-Christian Bürkner, Jonah Gabry, Aki Vehtari

One of the common goals of time series analysis is to use the observed series to inform predictions for future observations. In the absence of any actual new data to predict, cross…