Construction of maximum likelihood estimator in the mixed fractional–fractional Brownian motion model with double long-range dependence

We construct an estimator of the unknown drift parameter $\theta \in \mathbb{R}$ in the linear model \[X_{t}=\theta t+\sigma _{1}{B}^{H_{1}}(t)+\sigma _{2}{B}^{H_{2}}(t),\hspace{0.2778em}t\in [0,T],\] where ${B}^{H_{1}}$ and ${B}^{H_{2}}$ are two independent fractional Brownian motions with Hurst in...

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Bibliographic Details
Main Authors: Yuliya Mishura, Ivan Voronov
Format: Article
Language:English
Published: VTeX 2015-07-01
Series:Modern Stochastics: Theory and Applications
Subjects:
Online Access:https://vmsta.vtex.vmt/doi/10.15559/15-VMSTA28