Predictive, finite-sample model choice for time series under stationarity and non-stationarity

Tobias Kley, Philip Preuß, Piotr Fryzlewicz

In statistical research there usually exists a choice between structurally simpler or more complex models. We argue that, even if a more complex, locally stationary time series mod…