In this article, we study a least squares estimator (LSE) of θ for the Ornstein- Uhlenbeck process X0=0,dXt=θXtdt+dBt^ab, t ≥ 0 driven by weighted fractional Brownian motion B^a,b with parameters a, b. We obtain the consistency and the asymptotic distribution of the LSE based on the observation {Xs, s∈[0,t]} as t tends to infinity.
研究行为ρ*混合阵列加权和的矩完全收敛性,完善了Ahmed et al.[Statist.Probab.Lett.,2002,58:185-194],Peligrad et al.[J.Theoret.Probab.,1999,12:87-104]以及Baek et al.[J.Korean Stat.Soc.,2008,37:73-80]的结果.同时,给出一个应用,得到基于ρ*混合序列的平滑移动过程的矩完全收敛性,扩充了Kim et al.[Statist.Probab.Lett.,2008,78:839-846]的结果.
In this paper,we investigate the controllability for neutral stochastic evolution equations driven by fractional Brownian motion with Hurst parameter H ∈(1/2,1) in a Hilbert space.We employ the α-norm in order to reflect the relationship between H and the fractional power α.Sufficient conditions are established by using stochastic analysis theory and operator theory.An example is provided to illustrate the effectiveness of the proposed result.