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Mixed sub-fractional Brownian motion and drift estimation of related Ornstein-Uhlenbeck process
In this paper, we will first use the fundamental martingale of the mixed
sub-fractional Brownian motion to construct the Skorohod integral and study the
relationship between the Skorohod integral and forward path-wise integral when
the Hurst parameter . Based on their relationship, we propose the least
squares estimator for the mixed sub-fractional Ornstein-Uhlenbeck process with
a continuous record of observations. To overcome the difficulty of simulation,
we will simulate the sub-fractional Brownian motion in the sense of strong
convergence for the first time and introduce a practical estimator associated
with the LSE