Stationary bootstrapping realized volatility

Abstract

First order asymptotic validity is established for stationary bootstrapping of the realized volatility. This enables us to construct a bootstrapping confidence interval for integrated volatility. A Monte-Carlo experiment shows that stationary bootstrapping confidence interval is also valid in a finite sample. © 2013 Elsevier B.V.