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Asymptotic expansion of the distribution of a perturbation $Z_n$ of a Skorohod integral jointly with a reference variable $X_n$ is derived. We introduce a second-order interpolation formula in frequency domain to expand a characteristic…

概率论 · 数学 2018-01-03 David Nualart , Nakahiro Yoshida

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 the theory of asymptotic expansion of Skorohod integrals…

概率论 · 数学 2022-06-02 Hayate Yamagishi , Nakahiro Yoshida

We study a process satisfying a one-dimensional stochastic differential equation driven by fractional Brownian motion with Hurst index $H>1/2$, and consider the weighted power variation based on the second order differences of the process.…

概率论 · 数学 2024-07-04 Hayate Yamagishi

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 theory of asymptotic expansion of Skorohod integrals introduced…

概率论 · 数学 2024-07-03 Hayate Yamagishi

By combining the Malliavin calculus with Fourier techniques, we develop a high-order asymptotic expansion theory for a sequence of vector-valued random variables. Our asymptotic expansion formulas give the development of the characteristic…

概率论 · 数学 2019-09-20 Ciprian Tudor , Nakahiro Yoshida

Asymptotic expansion is presented for an estimator of the Hurst coefficient of a fractional Brownian motion. For this, a recently developed theory of asymptotic expansion of the distribution of Wiener functionals is applied. The effects of…

统计理论 · 数学 2022-09-08 Yuliya Mishura , Hayate Yamagishi , Nakahiro Yoshida

The quasi-likelihood estimator and the Bayesian type estimator of the volatility parameter are in general asymptotically mixed normal. In case the limit is normal, the asymptotic expansion was derived in Yoshida (1997) as an application of…

统计理论 · 数学 2013-01-04 Nakahiro Yoshida

We study the dynamics of the normal implied volatility in a local volatility model, using a small-time expansion in powers of maturity T. At leading order in this expansion, the asymptotics of the normal implied volatility is similar, up to…

计算金融 · 定量金融 2015-03-19 Viorel Costeanu , Dan Pirjol

Asymptotic expansions are derived for the tail distribution of the product of two correlated normal random variables with non-zero means and arbitrary variances, and more generally the sum of independent copies of such random variables.…

概率论 · 数学 2025-05-27 Robert E. Gaunt , Zixin Ye

In [8], asymptotic expansion of the martingale with mixed normal limit was provided. The expansion formula is expressed by the adjoint of a random symbol with coefficients described by the Malliavin calculus, differently from the standard…

概率论 · 数学 2012-12-27 Nakahiro Yoshida

We consider a stochastic volatility asset price model in which the volatility is the absolute value of a continuous Gaussian process with arbitrary prescribed mean and covariance. By exhibiting a Karhunen-Lo\`{e}ve expansion for the…

数理金融 · 定量金融 2017-02-08 Archil Gulisashvili , Frederi Viens , Xin Zhang

We develop the asymptotic expansion theory for vector-valued sequences (F N) N $\ge$1 of random variables in terms of the convergence of the Stein-Malliavin matrix associated to the sequence F N. Our approach combines the classical Fourier…

概率论 · 数学 2017-12-11 Ciprian Tudor , Nakahiro Yoshida

We present an asymptotic expansion formula of an estimator for the drift coefficient of the fractional Ornstein-Uhlenbeck process. As the machinery, we apply the general expansion scheme for Wiener functionals recently developed by the…

概率论 · 数学 2024-04-05 Ciprian A. Tudor , Nakahiro Yoshida

We derive a nonparametric higher-order asymptotic expansion for small-time changes of conditional characteristic functions of It\^o semimartingale increments. The asymptotics setup is of joint type: both the length of the time interval of…

统计金融 · 定量金融 2025-02-12 Carsten H. Chong , Viktor Todorov

We derive an asymptotic expansion for the distribution of a compound sum of independent random variables, all having the same light-tailed subexponential distribution. The examples of a Poisson and geometric number of summands serve as an…

概率论 · 数学 2007-05-23 Ph . Barbe , W. P. McCormick , C. Zhang

We establish some asymptotic expansions for infinite weighted convolution of distributions having regular varying tails. Various applications to statistics and probability are developed.

概率论 · 数学 2007-06-13 Ph. Barbe , W. P. McCormick

The validity of an approximation formula for European option prices under a general stochastic volatility model is proved in the light of the Edgeworth expansion for ergodic diffusions. The asymptotic expansion is around the Black-Scholes…

计算金融 · 定量金融 2010-04-14 Masaaki Fukasawa

This paper presents a novel generic asymptotic expansion formula of expectations of multidimensional Wiener functionals through a Malliavin calculus technique. The uniform estimate of the asymptotic expansion is shown under a weaker…

概率论 · 数学 2024-12-24 Akihiko Takahashi , Toshihiro Yamada

We present expressions for the coefficients which arise in asymptotic expansions of multiple integrals of Laplace type (the first term of which is known as Laplace's approximation) in terms of asymptotic series of the functions in the…

经典分析与常微分方程 · 数学 2012-10-19 William D. Kirwin

We provide a general method to compute a Taylor expansion in time of implied volatility for stochastic volatility models, using a heat kernel expansion. Beyond the order 0 implied volatility which is already known, we compute the first…

证券定价 · 定量金融 2016-05-18 Louis Paulot
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