Hold-out estimates of prediction models for Markov processes

Remy Garnier, Raphaël Langhendries, Joseph Rynkiewicz

We consider the selection of prediction models for Markovian time series. For this purpose, we study the theoretical properties of the hold-out method. In the econometrics literatu…