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We study a hybrid tree-finite difference method which permits to obtain efficient and accurate European and American option prices in the Heston Hull-White and Heston Hull-White2d models. Moreover, as a by-product, we provide a new…

计算金融 · 定量金融 2017-12-04 M. Briani , L. Caramellino , A. Zanette

In the first part of this thesis, we focus on American options in the Heston model. We first give an analytical characterization of the value function of an American option as the unique solution of the associated (degenerate) parabolic…

概率论 · 数学 2019-11-13 Giulia Terenzi

This study focuses on the application of the Heston model to option pricing, employing both theoretical derivations and empirical validations. The Heston model, known for its ability to incorporate stochastic volatility, is derived and…

计算金融 · 定量金融 2024-10-22 Zheng Cao , Xinhao Lin

A general method to construct recombinant tree approximations for stochastic volatility models is developed and applied to the Heston model for stock price dynamics. In this application, the resulting approximation is a four tuple Markov…

计算金融 · 定量金融 2016-08-14 Erdinç Akyıldırım , Yan Dolinsky , H. Mete Soner

In this paper, we propose an iterative splitting method to solve the partial differential equations in option pricing problems. We focus on the Heston stochastic volatility model and the derived two-dimensional partial differential equation…

计算工程、金融与科学 · 计算机科学 2020-03-31 Hongshan Li , Zhongyi Huang

We give an analytical characterization of the price function of an American option in Heston-type models. Our approach is based on variational inequalities and extends recent results of Daskalopoulos and Feehan (2011). We study the…

概率论 · 数学 2018-12-12 Damien Lamberton , Giulia Terenzi

We price American options using kernel-based approximations of the Volterra Heston model. We choose these approximations because they allow simulation-based techniques for pricing. We prove the convergence of American option prices in the…

证券定价 · 定量金融 2022-05-05 Etienne Chevalier , Sergio Pulido , Elizabeth Zúñiga

In American options, the early exercise feature allows the option to be exercised at any time prior to expiration. However, this flexibility introduces a challenge: the pricing model must value the option while simultaneously determining an…

计算金融 · 定量金融 2026-05-11 Rohan , Siddanth Shetty , Amit N. Kumar

In this paper, we consider option pricing in a framework of the fractional Heston-type model with $H>1/2$. As it is impossible to obtain an explicit formula for the expectation $\mathbb E f(S_T)$ in this case, where $S_T$ is the asset price…

概率论 · 数学 2019-07-04 Yuliya Mishura , Anton Yurchenko-Tytarenko

We develop and study stability properties of a hybrid approximation of functionals of the Bates jump model with stochastic interest rate that uses a tree method in the direction of the volatility and the interest rate and a…

计算金融 · 定量金融 2019-12-05 Maya Briani , Lucia Caramellino , Giulia Terenzi , Antonino Zanette

We propose a convolution-FFT method for pricing European options under the Heston model that leverages a continuously differentiable representation of the joint characteristic function. Unlike existing Fourier-based methods that rely on…

计算金融 · 定量金融 2025-12-08 Xiang Gao , Cody Hyndman

The Heston stochastic volatility model is a widely used tool in financial mathematics for pricing European options. However, its calibration remains computationally intensive and sensitive to local minima due to the model's nonlinear…

偏微分方程分析 · 数学 2026-04-21 Arman Zadgar , Somayeh Fallah , Farshid Mehrdoust , Juan E. Trinidad Segovia

In the present work, the European option pricing SWIFT method is extended for Heston model calibration. The computation of the option price gradient is simplified thanks to the knowledge of the characteristic function in closed form. The…

计算金融 · 定量金融 2021-03-03 Eudald Romo , Luis Ortiz-Gracia

This paper analyses the implementation and calibration of the Heston Stochastic Volatility Model. We first explain how characteristic functions can be used to estimate option prices. Then we consider the implementation of the Heston model,…

证券定价 · 定量金融 2015-03-18 Ricardo Crisostomo

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

Recent years have seen an increased level of interest in pricing equity options under a stochastic volatility model such as the Heston model. Often, simulating a Heston model is difficult, as a standard finite difference scheme may lead to…

计算金融 · 定量金融 2011-11-28 Ian Iscoe , Asif Lakhany

In this paper, we present a reduced basis method for pricing European and American options based on the Black-Scholes and Heston model. To tackle each model numerically, we formulate the problem in terms of a time dependent variational…

数值分析 · 数学 2014-08-07 Olena Burkovska , Bernard Haasdonk , Julien Salomon , Barbara Wohlmuth

In this paper a simple, effective adaptation of Alternating Direction Implicit (ADI) time discretization schemes is proposed for the numerical pricing of American-style options under the Heston model via a partial differential…

计算金融 · 定量金融 2015-04-07 Tinne Haentjens , Karel in 't Hout

A new approximate Bayesian inferential framework is proposed that exploits multiple information sources -- daily spot returns, high-frequency spot data and option prices -- and enables fast calculation of probabilistic predictions of future…

统计金融 · 定量金融 2026-05-08 Worapree Maneesoonthorn , David T. Frazier , Gael M. Martin

In this paper an improved Cuckoo Search Algorithm is developed to allow for an efficient and robust calibration of the Heston option pricing model for American options. Calibration of stochastic volatility models like the Heston is…

神经与进化计算 · 计算机科学 2015-08-03 Stefan Haring , Ronald Hochreiter
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