Statistical analysis of the non-ergodic fractional Ornstein–Uhlenbeck process with periodic mean
نویسندگان
چکیده
Consider a periodic, mean-reverting Ornstein–Uhlenbeck process \(X=\{X_t,t\ge 0\}\) of the form \(d X_{t}=\left( L(t)+\alpha X_{t}\right) d t+ dB^H_{t}, \quad t \ge 0\), where \(L(t)=\sum _{i=1}^{p}\mu _i\phi _i (t)\) is periodic parametric function, and \(\{B^H_t,t\ge fractional Brownian motion Hurst parameter \(\frac{1}{2}\le H<1\). In “ergodic” case \(\alpha <0\), estimation \((\mu _1,\ldots ,\mu _p,\alpha )\) based on continuous-time observation X has been considered in Dehling et al. (Stat Inference Stoch Process 13:175–192, 2010; Stat 20:1–14, 2016) for \(H=\frac{1}{2}\), \(\frac{1}{2}0\), all We analyze strong consistency asymptotic distribution estimator when whole trajectory observed.
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ژورنال
عنوان ژورنال: Metrika
سال: 2022
ISSN: ['0026-1335', '1435-926X']
DOI: https://doi.org/10.1007/s00184-021-00854-x