Aggregation of predictors for nonstationary sub-linear processes and online adaptive forecasting of time varying autoregressive processes

Christophe Giraud, François Roueff, Andres Sanchez-Perez

In this work, we study the problem of aggregating a finite number of predictors for nonstationary sub-linear processes. We provide oracle inequalities relying essentially on three…