Efficient and Consistent Data-Driven Model Selection for Time Series

Jean-Marc Bardet, Kamila Kare, William Kengne

This paper studies the model selection problem in a large class of causal time series models, which includes both the ARMA or AR($\infty$) processes, as well as the GARCH or ARCH($…