AR-sieve Bootstrap for High-dimensional Time Series

Daning Bi, Han Lin Shang, Yanrong Yang +1

This paper proposes a new AR-sieve bootstrap approach to high-dimensional time series. The major challenge of classical bootstrap methods on high-dimensional time series is two-fol…