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math.PR2019
Estimating drift parameters in a non-ergodic Gaussian Vasicek-type model
Khalifa Es-Sebaiy, Mohammed Es. Sebaiy
We study the problem of parameter estimation for a non-ergodic Gaussian Vasicek-type model defined as with unknown parameters and $μ\in\mathbb…
math.PR2019
AR(1) processes driven by second-chaos white noise: Berry-Esséen bounds for quadratic variation and parameter estimation
Soukaina Douissi, Khalifa Es-Sebaiy, Fatimah Alshahrani +1
In this paper, we study the asymptotic behavior of the quadratic variation for the class of AR(1) processes driven by white noise in the second Wiener chaos. Using tools from the a…