Two-Step Variations for Processes Driven by Fractional Brownian Motion With Application in Testing for Jumps From the High Frequency Data

In this dissertation we introduce the realized two-step variation of stochastic processes and develop its asymptotic theory for processes based on fractional Brownian motion and on more general Gaussian processes with stationary increments. The realized two-step variation is analogous to the realize...

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Bibliographic Details
Main Author: Si, Shiying
Format: Others
Published: Trace: Tennessee Research and Creative Exchange 2009
Subjects:
Online Access:http://trace.tennessee.edu/utk_graddiss/93