Adaptive efficient robust sequential analysis for autoregressive big data models

Ouerdia Arkoun, Jean-Yves Brua, Serguei Pergamenshchikov

In this paper we consider high dimension models based on dependent observations defined through autoregressive processes. For such models we develop an adaptive efficient estimatio…