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The present work is devoted to strong approximations of a generalized A\"{i}t-Sahalia model arising from mathematical finance. The numerical study of the considered model faces essential difficulties caused by a drift that blows up at the…

数值分析 · 数学 2024-03-26 Ruishu Liu , Yulin Cao , Xiaojie Wang

This article aims to reveal the mean-square convergence rate of the backward Euler method (BEM) for a generalized Ait-Sahaliz interest rate model with Poisson jumps. The main difficulty in the analysis is caused by the non-globally…

数值分析 · 数学 2020-08-14 Yuying Zhao , Xiaojie Wang , Mengchao Wang

For Ait-Sahalia-type interest rate model with Poisson jumps, we are interested in strong convergence of a novel time-stepping method, called transformed jump-adapted backward Euler method (TJABEM). Under certain hypothesis, the considered…

数值分析 · 数学 2023-10-02 Ziyi Lei , Siqing Gan , Jing Liu

In this paper, we consider the generalized Ait-Sahaliz interest rate model with Poisson jumps in finance. The analytical properties including the positivity, boundedness and pathwise asymptotic estimations of the solution to the model are…

数值分析 · 数学 2019-09-04 Shounian Deng , Chen Fei , Weiyin Fei , Xuerong Mao

The present article aims to design and analyze efficient first-order strong schemes for a generalized A\"{i}t-Sahalia type model arising in mathematical finance and evolving in a positive domain $(0, \infty)$, which possesses a diffusion…

数值分析 · 数学 2024-07-15 Yingsong Jiang , Ruishu Liu , Xiaojie Wang , Jinghua Zhuo

While the original Ait-Sahalia interest rate model has been found considerable use as a model for describing time series evolution of interest rates, it may not possess adequate specifications to explain responses of interest rates to…

风险管理 · 定量金融 2021-07-29 Emmanuel Coffie

In this paper, we study analytical properties of the solutions to the generalised delay Ait-Sahalia-type interest rate model with Poisson-driven jump. Since this model does not have explicit solution, we employ several new truncated…

风险管理 · 定量金融 2021-07-13 Emmanuel Coffie

We consider a class of general SDEs with a jump integral term driven by a time-inhomogeneous Poisson random measure. We propose a two-parameters Euler-type scheme for this SDE class and prove an optimal rate for the strong convergence with…

概率论 · 数学 2025-08-07 Mireille Bossy , Paul Maurer

We consider the explicit numerical approximations of stochastic differential equations (SDEs) driven by Brownian process and Poisson jump. It is well known that under non-global Lipschitz condition, Euler Explicit method fails to converge…

数值分析 · 数学 2018-02-21 Antoine Tambue , Jean Daniel Mukam

We develop and analyze a general class of Euler-type numerical schemes for Levy-driven McKean-Vlasov stochastic differential equations (SDEs), where the drift, diffusion and jump coefficients grow super-linearly in the state variable. These…

数值分析 · 数学 2025-09-12 Jingtao Zhu , Yuying Zhao , Siqing Gan

We describe an Euler scheme to approximate solutions of L\'evy driven Stochastic Differential Equations (SDE) where the grid points are random and given by the arrival times of a Poisson process. This result extends a previous work of the…

概率论 · 数学 2013-09-10 Albert Ferreiro-Castilla , Andreas E Kyprianou , Robert Scheichl

For a stochastic differential equation driven by a fractional Brownian motion with Hurst parameter $H> \frac12$ it is known that the classical Euler scheme has the rate of convergence $2H-1$. In this paper we introduce a new numerical…

概率论 · 数学 2017-03-07 Yaozhong Hu , Yanghui Liu , David Nualart

We propose a new scheme for the long time approximation of a diffusion when the drift vector field is not globally Lipschitz. Under this assumption, regular explicit Euler scheme --with constant or decreasing step-- may explode and implicit…

概率论 · 数学 2018-02-20 Vincent Lemaire

A new class of explicit Euler schemes, which approximate stochastic differential equations (SDEs) with superlinearly growing drift and diffusion coefficients, is proposed in this article. It is shown, under very mild conditions, that these…

概率论 · 数学 2016-09-05 Sotirios Sabanis

We consider the problem of the discrete-time approximation of the solution of a one-dimensional SDE with piecewise locally Lipschitz drift and continuous diffusion coefficients with polynomial growth. In this paper, we study the strong…

数值分析 · 数学 2024-05-03 Mireille Bossy , Kerlyns Martínez

We consider a class of stochastic path-dependent volatility models where the stochastic volatility, whose square follows the Cox-Ingersoll-Ross model, is multiplied by a (leverage) function of the spot price, its running maximum, and time.…

计算金融 · 定量金融 2018-10-09 Andrei Cozma , Christoph Reisinger

We present an adaptive approximation scheme for jump-diffusion SDEs with discontinuous drift and (possibly) degenerate diffusion. This transformation-based doubly-adaptive quasi-Milstein scheme is the first scheme that has strong…

数值分析 · 数学 2026-03-10 Verena Schwarz

In this paper, we propose a semi-implicit Euler scheme to discretize the stochastic nonlinear Maxwell equations with multiplicative Ito noise, which is implicit in the drift term and explicit in the diffusion term of the equations, in order…

数值分析 · 数学 2018-03-01 Chuchu Chen , Jialin Hong , Lihai Ji

In this paper we investigate the convergence rate of Euler-Maruyama scheme for a class of stochastic differential delay equations, where the corresponding coefficients may be highly nonlinear with respect to the delay variables. In…

概率论 · 数学 2011-11-18 Jianhai Bao , Chenggui Yuan

We consider the approximation of stochastic differential equations (SDEs) with non-Lipschitz drift or diffusion coefficients. We present a modified explicit Euler-Maruyama discretisation scheme that allows us to prove strong convergence,…

计算金融 · 定量金融 2016-04-12 Jean-Francois Chassagneux , Antoine Jacquier , Ivo Mihaylov
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