Order estimate of functionals related to fractional brownian motion and asymptotic expansion of the quadratic variation of fractional stochastic differential equation

H Yamagishi, N Yoshida - arXiv preprint arXiv:2206.00323, 2022 - arxiv.org
We derive an asymptotic expansion for the quadratic variation of a stochastic process
satisfying a stochastic differential equation driven by a fractional Brownian motion, based on …

[HTML][HTML] Order estimate of functionals related to fractional Brownian motion

H Yamagishi, N Yoshida - Stochastic Processes and their Applications, 2023 - Elsevier
Nualart and Yoshida (2019) presented a general scheme for asymptotic expansion of
Skorohod integrals. However, when applying the general theory to a variation of a process …

Asymptotic expansion of a Hurst index estimator for a stochastic differential equation driven by fBm

H Yamagishi - arXiv preprint arXiv:2407.02254, 2024 - arxiv.org
We study the asymptotic properties of an estimator of Hurst parameter of a stochastic
differential equation driven by a fractional Brownian motion with $ H> 1/2$. Utilizing the …

Asymptotic expansion of a variation with anticipative weights

N Yoshida - arXiv preprint arXiv:2101.00089, 2020 - arxiv.org
Asymptotic expansion of a variation with anticipative weights is derived by the theory of
asymptotic expansion for Skorohod integrals having a mixed normal limit. The expansion …

High order asymptotic expansion for Wiener functionals

CA Tudor, N Yoshida - Stochastic Processes and their Applications, 2023 - Elsevier
Combining the Malliavin calculus with Fourier techniques, we develop a high-order
asymptotic expansion theory for general Wiener functionals. Our method gives an expansion …

[HTML][HTML] Asymptotic expansion of the quadratic variation of fractional stochastic differential equation

H Yamagishi, N Yoshida - Stochastic Processes and their Applications, 2024 - Elsevier
We derive an asymptotic expansion for the quadratic variation of a stochastic process
satisfying a stochastic differential equation driven by a fractional Brownian motion, based on …

Asymptotic expansion of the quadratic variation of a mixed fractional Brownian motion

CA Tudor, N Yoshida - Statistical Inference for Stochastic Processes, 2020 - Springer
We obtain the high-order asymptotic expansion for the distribution of the quadratic variation
of the mixed fractional Brownian motion, which is defined as the sum of a Brownian motion …

[HTML][HTML] Asymptotic expansion and estimates of Wiener functionals

N Yoshida - Stochastic Processes and their Applications, 2023 - Elsevier
Asymptotic expansion of a variation with anticipative weights is derived by the theory of
asymptotic expansion for Skorohod integrals having a mixed normal limit. The expansion …

Asymptotic expansion for batched bandits

Y Park, N Yoshida - arXiv preprint arXiv:2304.04170, 2023 - arxiv.org
In bandit algorithms, the randomly time-varying adaptive experimental design makes it
difficult to apply traditional limit theorems to off-policy evaluation of the treatment effect …

Quantitative and stable limits of high-frequency statistics of L\'evy processes: a Stein's method approach

C Amorino, A Jaramillo, M Podolskij - arXiv preprint arXiv:2302.05885, 2023 - arxiv.org
We establish inequalities for assessing the distance between the distribution of errors of
partially observed high-frequency statistics of multidimensional L\'evy processes and that of …