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Our objective is to calculate the derivatives of data corrupted by noise. This is a challenging task as even small amounts of noise can result in significant errors in the computation. This is mainly due to the randomness of the noise,…

数值分析 · 数学 2023-04-13 Phuong M. Nguyen , Thuy T. Le , Loc H. Nguyen , Michael V. Klibanov

We consider indifference pricing of contingent claims consisting of payment flows in a discrete time model with proportional transaction costs and under exponential disutility. This setting covers utility maximisation as a special case. A…

数理金融 · 定量金融 2021-05-25 Alet Roux , Zhikang Xu

We consider utility maximization problem for semi-martingale models depending on a random factor $\xi$. We reduce initial maximization problem to the conditional one, given $\xi=u$, which we solve using dual approach. For HARA utilities we…

证券定价 · 定量金融 2018-04-20 Anastasia Ellanskaya , Lioudmila Vostrikova

With some transformations, we convert the problem of option pricing under state-dependent volatility into an initial value problem of the Fokker-Planck equation with a certain potential. By using the Lie symmetry analysis and similarity…

证券定价 · 定量金融 2013-11-19 Wenqing Bao , ChunLi Chen , Jin E. Zhang

This paper proposes a numerical method for pricing foreign exchange (FX) options in a model which deals with stochastic interest rates and stochastic volatility of the FX rate. The model considers four stochastic drivers, each represented…

计算金融 · 定量金融 2019-03-05 Fazlollah Soleymani , Andrey Itkin

In this paper, we investigate a portfolio selection problem with transaction costs under a two-factor stochastic volatility structure, where volatility follows a mean-reverting process with a stochastic mean-reversion level. The model…

数理金融 · 定量金融 2025-11-18 Dong Yan , Ke Zhou , Zirun Wang , Xin-Jiang He

We develop a novel deep learning approach for pricing European options in diffusion models, that can efficiently handle high-dimensional problems resulting from Markovian approximations of rough volatility models. The option pricing partial…

计算金融 · 定量金融 2025-04-04 Antonis Papapantoleon , Jasper Rou

We derive the price of a spread option based on two assets which follow a bivariate volatility modulated Volterra process dynamics. Such a price dynamics is particularly relevant in energy markets, modelling for example the spot price of…

证券定价 · 定量金融 2014-09-23 Fred Espen Benth , Hanna Zdanowicz

In this paper we analyze a nonlinear Black--Scholes model for option pricing under variable transaction costs. The diffusion coefficient of the nonlinear parabolic equation for the price $V$ is assumed to be a function of the underlying…

证券定价 · 定量金融 2016-03-15 Daniel Sevcovic , Magdalena Zitnanska

The standard approach to risk-averse control is to use the Exponential Utility (EU) functional, which has been studied for several decades. Like other risk-averse utility functionals, EU encodes risk aversion through an increasing convex…

系统与控制 · 电气工程与系统科学 2023-05-08 Kevin M. Smith , Margaret P. Chapman

This paper studies the timing of trades under mean-reverting price dynamics subject to fixed transaction costs. We solve an optimal double stopping problem to determine the optimal times to enter and subsequently exit the market, when…

交易与市场微观结构 · 定量金融 2015-04-21 Tim Leung , Xin Li , Zheng Wang

This paper deals with the problem of discrete-time option pricing by the mixed fractional version of Merton model with transaction costs. By a mean-self-financing delta hedging argument in a discrete-time setting, a European call option…

证券定价 · 定量金融 2017-02-02 Foad Shokrollahi

In this paper, we propose Fourier pseudospectral methods to solve the variable-order space fractional wave equation and develop an accelerated matrix-free approach for its effective implementation. In constant-order cases, our methods can…

数值分析 · 数学 2024-02-06 Yanzhi Zhang , Xiaofei Zhao , Shiping Zhou

We study an American option pricing problem with liquidity risks and transaction fees. As endogenous transaction costs, liquidity risks of the underlying asset are modeled by a mean-reverting process. Transaction fees are exogenous…

数理金融 · 定量金融 2025-09-08 Dong Yan , Xin-Jie Huang , Guiyuan Ma , Xin-Jiang He

We present an expansion for portfolio optimization in the presence of small, instantaneous, quadratic transaction costs. Specifically, the magnitude of transaction costs has a coefficient that is of the order $\epsilon$ small, which leads…

交易与市场微观结构 · 定量金融 2023-03-15 Andrew Papanicolaou , Shiva Chandra

We propose a multi-scale stochastic volatility model in which a fast mean-reverting factor of volatility is built on top of the Heston stochastic volatility model. A singular pertubative expansion is then used to obtain an approximation for…

证券定价 · 定量金融 2012-05-15 Jean-Pierre Fouque , Matthew Lorig

Optimal pricing of European call option is described by linear stochastic differential equation. Trading strategy given by a twin of stochastic variables was integrated w.r.t. Black-Scholes formula to adopt optimal pricing to tarading…

最优化与控制 · 数学 2007-05-23 Toshio Fukumi

This study deals with the problem of pricing European currency options in discrete time setting, whose prices follow the fractional Black Scholes model with transaction costs. Both the pricing formula and the fractional partial differential…

证券定价 · 定量金融 2018-05-03 Foad Shokrollahi

We characterize the price of a European option on several assets for a very risk averse seller, in a market with small transaction costs as a solution of a nonlinear diffusion equation. This problem turns out to be one of asymptotic…

偏微分方程分析 · 数学 2014-05-28 Ryan Hynd

We consider stochastic volatility models under parameter uncertainty and investigate how model derived prices of European options are affected. We let the pricing parameters evolve dynamically in time within a specified region, and…

数理金融 · 定量金融 2018-07-12 Samuel N. Cohen , Martin Tegnér